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Ruud H. Brakenhoff

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DOI: 10.1038/nrc2982
2010
Cited 2,152 times
The molecular biology of head and neck cancer
DOI: 10.1038/nrc1370
2004
Cited 1,189 times
Dissecting the metastatic cascade
DOI: 10.1038/nrc2375
2008
Cited 1,045 times
Detection, clinical relevance and specific biological properties of disseminating tumour cells
DOI: 10.1038/nrc.2018.11
2018
Cited 890 times
The molecular landscape of head and neck cancer
DOI: 10.1002/ijc.22980
2007
Cited 684 times
A novel algorithm for reliable detection of human papillomavirus in paraffin embedded head and neck cancer specimen
Abstract Human papillomavirus type 16 (HPV16) plays a role in the development of a subgroup of head and neck squamous cell carcinomas (HNSCC). However, uncertainty exists about the true impact of HPV in this tumor type as conflicting reports have been published with prevalence rates from 0 to 100%. We aimed to find a detection algorithm of a biologically and thus clinically meaningful infection, applicable for high‐throughput screening of frozen and formalin‐fixed paraffin embedded (FFPE) specimens. By considering detection of HPV E6 oncogene expression in frozen biopsies as gold standard for a meaningful HPV infection, the value of several assays was evaluated on FFPE tumor specimens and sera of 48 HNSCC patients. The following assays were evaluated on FFPE tissue samples: HPV DNA general primer (GP)5+/6+ PCR, viral load analysis, HPV16 DNA FISH detection, HPV16 E6 mRNA RT‐PCR, p16 immunostaining, and on corresponding serum samples detection of antibodies against the HPV16 proteins L1, E6 and E7. Comparing single assays on FFPE tissue samples detection of E6 expression by RT‐PCR was superior, but application remains at present limited to HPV16 detection. Most suitable algorithm with 100% sensitivity and specificity appeared p16 immunostaining followed by GP5+/6+ PCR on the p16‐positive cases. We show that clinically meaningful viral HPV infections can be more reliably measured in FFPE HNSCC samples in a standard and high throughput manner, paving the way for prognostic and experimental vaccination studies, regarding not only HNSCC, but possibly also cancer types with HPV involvement in subgroups such as penile and anal cancer. © 2007 Wiley‐Liss, Inc.
2003
Cited 630 times
A genetic explanation of Slaughter's concept of field cancerization: evidence and clinical implications.
The concept of "field cancerization" was first introduced by Slaughter et al. [D. P, Slaughter et al., Cancer (Phila.), 6: 963-968, 1953] in 1953 when studying the presence of histologically abnormal tissue surrounding oral squamous cell carcinoma. It was proposed to explain the development of multiple primary tumors and locally recurrent cancer. Organ systems in which field cancerization has been described since then are: head and neck (oral cavity, oropharynx, and larynx), lung, vulva, esophagus, cervix, breast, skin, colon, and bladder. Recent molecular findings support the carcinogenesis model in which the development of a field with genetically altered cells plays a central role. In the initial phase, a stem cell acquires genetic alterations and forms a "patch," a clonal unit of altered daughter cells. These patches can be recognized on the basis of mutations in TP53, and have been reported for head and neck, lung, skin, and breast cancer. The conversion of a patch into an expanding field is the next logical and critical step in epithelial carcinogenesis. Additional genetic alterations are required for this step, and by virtue of its growth advantage, a proliferating field gradually displaces the normal mucosa. In the mucosa of the head and neck, as well as the esophagus, such fields have been detected with dimensions of >7 cm in diameter, whereas they are usually not detected by routine diagnostic techniques. Ultimately, clonal divergence leads to the development of one or more tumors within a contiguous field of preneoplastic cells. An important clinical implication is that fields often remain after surgery of the primary tumor and may lead to new cancers, designated presently by clinicians as "a second primary tumor" or "local recurrence," depending on the exact site and time interval. In conclusion, the development of an expanding preneoplastic field appears to be a critical step in epithelial carcinogenesis with important clinical consequences. Diagnosis and treatment of epithelial cancers should not only be focused on the tumor but also on the field from which it developed.
DOI: 10.1093/jnci/djh183
2004
Cited 381 times
Genetic Patterns in Head and Neck Cancers That Contain or Lack Transcriptionally Active Human Papillomavirus
Background: Transcriptionally active high-risk human papilloma viruses (HPVs), particularly HPV type 16 (HPV16), are found in a subset of head and neck squamous-cell carcinomas (HNSCCs). HPV16-associated carcinogenesis is mediated by expression of the viral E6 and E7 oncoproteins, which cause deregulation of the cell cycle by inactivating p53 and pRb, respectively. We tested the hypothesis that HPV-associated HNSCCs display a pattern of genetic alterations different from those of HNSCCs without HPV DNA. Methods: Polymerase chain reaction–based assays were used to examine 143 consecutive HNSCCs (106 of the oral cavity and 37 of the oropharynx) for the presence of HPV DNA and for viral E6 and/or E7 messenger RNA (mRNA) expression. The HPV DNA–and E6 and E7 mRNA–positive HNSCCs and an equal number of HPV DNA–negative HNSCCs were further analyzed for mutations in TP53, the gene encoding p53, and for allelic loss of 28 microsatellite markers at chromosome arms 3p, 6q, 8p, 9p, 13q, 17p, and 18q, including markers located in regions of chromosome arms 9p and 17p that harbor genes involved the p53 and pRb pathways. All statistical tests were two-sided. Results: Twenty-four (16.7%) of the 143 HNSCCs were positive for HPV16 DNA, and 12 of these HNSCCs (8.4% of total number) expressed E6 and E7 mRNAs. None of the HPV DNA–and E6/E7 mRNA–positive tumors had TP53 gene mutations, whereas nine (75%) of the 12 HPV DNA–negative tumors had such mutations ( P <.001). Compared with the HPV DNA–negative HNSCCs, the E6/E7 mRNA–positive HNSCCs had statistically significantly lower levels of allelic loss for 13 of the 15 markers on 3p, 9p, and 17p. Conclusions: HNSCCs with transcriptionally active HPV16 DNA are characterized by occasional chromosomal loss, whereas HNSCCs lacking HPV DNA are characterized by gross deletions that involve whole or large parts of chromosomal arms and that already occur early in HNSCC development. These distinct patterns of genetic alterations suggest that HPV16 infection is an early event in HNSCC development.
DOI: 10.1002/ijc.27821
2012
Cited 185 times
Increasing prevalence rates of HPV attributable oropharyngeal squamous cell carcinomas in the Netherlands as assessed by a validated test algorithm
Abstract Human papillomavirus (HPV) infection has been etiologically linked to oropharyngeal squamous cell carcinoma (OPSCC). The prevalence of HPV‐positive OPSCC varies between studies, ranging from 20 to 90%. This may be related to the lack of a standardized HPV detection assay as well as to the time period in which HPV prevalence is investigated, as rising incidence rates are reported over the last decades. Here, we validated our previously defined test algorithm for HPV detection in formalin‐fixed paraffin‐embedded (FFPE) tumor specimen consisting of p16 INK4A immunostaining followed by high‐risk HPV DNA detection by GP5+/6+ PCR on the positive cases (Smeets et al ., Int J Cancer 2007;121:2465–72). In addition, we analyzed HPV prevalence rates in OPSCCs in the years 1990–2010. The test algorithm was validated on a consecutive series of 86 OPSCCs collected during 2008–2011, of which both fresh frozen and FFPE samples were available. We performed HPV‐E6 RT‐PCR on the frozen samples as gold standard and applied the algorithm to the corresponding FFPE samples. The test algorithm showed an accuracy of 98%. Using the validated algorithm, we determined the presence of an oncogenic HPV infection in 240 OPSCCs of patients diagnosed in the years 1990–2010 at our center. A significant increase in the proportion of HPV‐positive samples was observed, from 5.1% in 1990 to 29.0% in 2010 ( p = 0.001). In conclusion, we confirmed the accuracy of the test algorithm for HPV detection in FFPE tumor specimen and we found a significant increase in the prevalence of HPV in OPSCC over the last two decades at our center.
DOI: 10.1016/s1470-2045(23)00013-x
2023
Cited 64 times
Prognostic implications of p16 and HPV discordance in oropharyngeal cancer (HNCIG-EPIC-OPC): a multicentre, multinational, individual patient data analysis
Backgroundp16INK4a (p16) immunohistochemistry is the most widely used biomarker assay for inferring HPV causation in oropharyngeal cancer in clinical and trial settings. However, discordance exists between p16 and HPV DNA or RNA status in some patients with oropharyngeal cancer. We aimed to clearly quantify the extent of discordance, and its prognostic implications.MethodsIn this multicentre, multinational individual patient data analysis, we did a literature search in PubMed and Cochrane database for systematic reviews and original studies published in English between Jan 1, 1970, and Sept 30, 2022. We included retrospective series and prospective cohorts of consecutively recruited patients previously analysed in individual studies with minimum cohort size of 100 patients with primary squamous cell carcinoma of the oropharynx. Patient inclusion criteria were diagnosis with a primary squamous cell carcinoma of oropharyngeal cancer; data on p16 immunohistochemistry and on HPV testing; information on age, sex, tobacco, and alcohol use; staging by TNM 7th edition; information on treatments received; and data on clinical outcomes and follow-up (date of last follow-up if alive, date of recurrence or metastasis, and date and cause of death). There were no limits on age or performance status. The primary outcomes were the proportion of patients of the overall cohort who showed the different p16 and HPV result combinations, as well as 5-year overall survival and 5-year disease-free survival. Patients with recurrent or metastatic disease or who were treated palliatively were excluded from overall survival and disease-free survival analyses. Multivariable analysis models were used to calculate adjusted hazard ratios (aHR) for different p16 and HPV testing methods for overall survival, adjusted for prespecified confounding factors.FindingsOur search returned 13 eligible studies that provided individual data for 13 cohorts of patients with oropharyngeal cancer from the UK, Canada, Denmark, Sweden, France, Germany, the Netherlands, Switzerland, and Spain. 7895 patients with oropharyngeal cancer were assessed for eligibility. 241 were excluded before analysis, and 7654 were eligible for p16 and HPV analysis. 5714 (74·7%) of 7654 patients were male and 1940 (25·3%) were female. Ethnicity data were not reported. 3805 patients were p16-positive, 415 (10·9%) of whom were HPV-negative. This proportion differed significantly by geographical region and was highest in the areas with lowest HPV-attributable fractions (r=–0·744, p=0·0035). The proportion of patients with p16+/HPV– oropharyngeal cancer was highest in subsites outside the tonsil and base of tongue (29·7% vs 9·0%, p<0·0001). 5-year overall survival was 81·1% (95% CI 79·5–82·7) for p16+/HPV+, 40·4% (38·6–42·4) for p16–/HPV–, 53·2% (46·6–60·8) for p16–/HPV+, and 54·7% (49·2–60·9) for p16+/HPV–. 5-year disease-free survival was 84·3% (95% CI 82·9–85·7) for p16+/HPV+, 60·8% (58·8–62·9) for p16–/HPV–; 71·1% (64·7–78·2) for p16–/HPV+, and 67·9% (62·5–73·7) for p16+/HPV–. Results were similar across all European sub-regions, but there were insufficient numbers of discordant patients from North America to draw conclusions in this cohort.InterpretationPatients with discordant oropharyngeal cancer (p16–/HPV+ or p16+/HPV–) had a significantly worse prognosis than patients with p16+/HPV+ oropharyngeal cancer, and a significantly better prognosis than patients with p16–/HPV– oropharyngeal cancer. Along with routine p16 immunohistochemistry, HPV testing should be mandated for clinical trials for all patients (or at least following a positive p16 test), and is recommended where HPV status might influence patient care, especially in areas with low HPV-attributable fractions.FundingEuropean Regional Development Fund, Generalitat de Catalunya, National Institute for Health Research (NIHR) UK, Cancer Research UK, Medical Research Council UK, and The Swedish Cancer Foundation and the Stockholm Cancer Society.
DOI: 10.1002/hed.10042
2002
Cited 302 times
Second primary tumors and field cancerization in oral and oropharyngeal cancer: Molecular techniques provide new insights and definitions
Abstract Second primary tumors (SPTs) are a significant problem in treating oral and oropharyngeal squamous cell carcinoma and have a negative impact on survival. In most studies the definition of SPT is based on the criteria of Warren and Gates, published in 1932. These criteria, however, are ill‐defined and lead to confusion. Recent molecular studies have shown that a tumor can be surrounded by a mucosal field consisting of genetically altered cells. Furthermore, evidence has been provided that SPTs (defined by classical criteria) can share some or even all genetic markers with the index tumor, indicating that both tumors have arisen from a common cell clone. We propose that these secondary neoplastic lesions should not be considered SPTs, implying that the present concept of SPT needs revision. This review describes a novel classification of the secondary tumors that develop after treatment of a carcinoma in the oral cavity or oropharynx. On the basis of the molecular analysis of the tumors and the genetically altered mucosal field in between, we propose definitions for a “true SPT,” a local recurrence, a “SFT” (second field tumor derived from the same genetically altered mucosal field as the primary tumor), and a metastasis. Considering the etiologic differences of these lesions, we believe that an accurate molecular definition is essential to make headway with the clinical management of oral and oropharyngeal cancer. © 2002 John Wiley &amp; Sons, Inc.
DOI: 10.1002/ijc.1313
2001
Cited 293 times
Biological evidence that human papillomaviruses are etiologically involved in a subgroup of head and neck squamous cell carcinomas
High-risk human papillomaviruses (HPVs) have been proposed to be associated with a subset of head and neck cancers (HNSCCs). However, clear biological evidence linking HPV-mediated oncogenesis to the development of HNSCC is hardly available. An important biological mechanism underlying HPV-mediated carcinogenesis is the inactivation of p53 by the HPV E6 oncoprotein. In the present study we investigated this biological relationship between HPV and HNSCC. In total 84 HNSCC tumors were analyzed for the presence of high-risk HPV nucleic acids by DNA polymerase chain reaction-enzyme immunoassay (PCR-EIA) and E6 reverse transcriptase (RT)-PCR as well as for the presence of mutations in the p53 gene. We found 20/84 HPV16 DNA-positive cases with one or more DNA assays, 10 of which were consistently positive with all assays. Only 9/20 cases showed E6 mRNA expression, indicative for viral activity. Only these nine E6 mRNA-positive cases all lacked a p53 mutation, whereas both the other HPV DNA-positive and HPV-DNA negative tumors showed p53 mutations in 36% and 63% of the cases, respectively. Moreover, only in lymph node metastases of HPV E6 mRNA-positive tumors both viral DNA and E6 mRNA were present. Our study provides strong biological evidence for a plausible etiological role of high-risk HPV in a subgroup of HNSCC. Analysis of E6 mRNA expression by RT-PCR or alternatively, semiquantitative analyses of the viral load, seem more reliable assays to assess HPV involvement in HNSCC than the very sensitive DNA PCR analyses used routinely.
DOI: 10.1038/sj.onc.1209275
2005
Cited 228 times
Genome-wide DNA copy number alterations in head and neck squamous cell carcinomas with or without oncogene-expressing human papillomavirus
DOI: 10.1093/nar/gkj456
2006
Cited 204 times
BAC to the future! or oligonucleotides: a perspective for micro array comparative genomic hybridization (array CGH)
The array CGH technique (Array Comparative Genome Hybridization) has been developed to detect chromosomal copy number changes on a genome-wide and/or high-resolution scale. It is used in human genetics and oncology, with great promise for clinical application. Until recently primarily PCR amplified bacterial artificial chromosomes (BACs) or cDNAs have been spotted as elements on the array. The large-scale DNA isolations or PCR amplifications of the large-insert clones necessary for manufacturing the arrays are elaborate and time-consuming. Lack of a high-resolution highly sensitive (commercial) alternative has undoubtedly hindered the implementation of array CGH in research and diagnostics. Recently, synthetic oligonucleotides as arrayed elements have been introduced as an alternative substrate for array CGH, both by academic institutions as well as by commercial providers. Oligonucleotide libraries or ready-made arrays can be bought off-the-shelf saving considerable time and efforts. For RNA expression profiling, we have seen a gradual transition from in-house printed cDNA-based expression arrays to oligonucleotide arrays and we expect a similar transition for array CGH. This review compares the different platforms and will attempt to shine a light on the 'BAC to the future' of the array CGH technique.
DOI: 10.1016/s0002-9440(10)64266-6
2002
Cited 202 times
Multiple Head and Neck Tumors Frequently Originate from a Single Preneoplastic Lesion
The development of second primary tumors has a negative impact on the prognosis of head and neck squamous cell carcinoma. Previously, we detected genetically altered and tumor-related mucosal lesions in the resection margins in 25% of unselected head and neck squamous cell carcinoma patients (Tabor MP, Brakenhoff RH, van Houten VMM, Kummer JA, Snel MHJ, Snijders PJF, Snow GB, Leemans CR, Braakhuis BJM: Persistence of genetically altered fields in head and neck cancer patients: biological and clinical implications. Clin Cancer Res 2001, 7: 1523-1532). The aim of this study was to determine whether first and second primary tumors are clonally related and originate from a single genetically altered field. From 10 patients we analyzed the first tumor of the oral cavity or oropharynx, the >3-cm remote second primary tumor, and the mucosa from the tumor-free margins from both resection specimens. We compared TP53 mutations and loss of heterozygosity profiles using 19 microsatellite markers at chromosomes 3p, 9p, 13q, and 17p. In all patients, genetically altered mucosal lesions were detected in at least one resection margin from both first and second primary tumor. Evidence for a common clonal origin of the first tumor, second primary tumor, and the intervening mucosa was found for at least 6 of 10 patients. Our results indicate that a proportion of multiple primary tumors have developed within a single preneoplastic field. Based on different etiology and clinical consequences, we propose that independent second primary tumors should be distinguished from second field tumors, that arise from the same genetically altered field the first tumor has developed from.
DOI: 10.1111/j.1600-0714.2004.00225.x
2004
Cited 168 times
A genetic progression model of oral cancer: current evidence and clinical implications
Based on recent genetic studies, we propose a progression model for the development of oral squamous cell carcinoma. In the initial phase, a stem cell acquires a genetic alteration; subsequently a patch is formed, a clonal unit consisting of the stem cell with its daughter cells that all share the DNA alteration. The next critical step is the conversion of a patch into an expanding field as a result of additional genetic alterations. This mucosal field replaces the normal epithelium and in the oral cavity such fields have been detected with dimensions of over 7 cm in diameter. Sometimes these fields are visible as leukoplakia. Ultimately, clonal selection leads to the development of carcinoma within this contiguous field of pre-neoplastic cells. An important clinical implication of this model is that fields often remain after surgery of the primary tumor and may lead to new cancers, presently designated by clinicians as second primary tumors or local recurrences.
DOI: 10.1093/annonc/mdt319
2013
Cited 167 times
Human papillomavirus detection and comorbidity: critical issues in selection of patients with oropharyngeal cancer for treatment De-escalation trials
The presence of human papillomavirus (HPV)-infection in oropharyngeal squamous cell carcinoma (OPSCC) is a major determinant in prognostic risk modeling. However, most risk models are based on clinical trials which only include a selected patient population. The clinical significance of HPV and other prognostic factors in patients with OPSCC remains to be evaluated in a large, unselected cohort, which also includes patients with stage I/II disease and patients with severe comorbidity.All patients diagnosed with OPSCC in 2000-2006 in two Dutch university hospitals were included. The presence of an oncogenic HPV infection was determined by p16-immunostaining, followed by a high-risk HPV general primer 5+/6+ DNA PCR on the p16-positive cases. Cox regression analysis was carried out to compare survival rates between HPV-positive and HPV-negative patients and a prognostic model was generated by recursive partitioning.In total, 163 of 841 (19.4%) tumors were HPV-positive. Patients with HPV-positive OPSCC had a more favorable overall survival [73.5% versus 40.9% after 5 years; P < 0.001; hazard ratio = 0.34, 95% confidence interval (CI) 0.25-0.48] compared with patients with HPV-negative OPSCC. Patients with p16-positive but HPV DNA-negative tumors showed a significantly less favorable survival than patients with p16-positive and HPV DNA-positive tumors (P < 0.001). A prognostic model was developed in which patients were classified into three risk groups according to HPV status, nodal stage and comorbidity. [Harrell's concordance index of 0.68 (95% CI 0.65-0.71)].Tumor HPV status is a strong and independent prognostic factor for survival among patients with OPSCC. A prognostic risk model was proposed, based on our large, unselected cohort of patients with HPV status, comorbidity and nodal stage being the important prognostic factors. In addition, this study emphasizes the importance of performing an HPV DNA-specific test besides p16-immunostaining.
DOI: 10.1158/1078-0432.ccr-03-0632
2004
Cited 167 times
Genetically Altered Fields as Origin of Locally Recurrent Head and Neck Cancer
Surgeons treating patients with head and neck squamous cell carcinoma (HNSCC) rely heavily on histology to decide whether the resection margins are tumor free and subsequent adjuvant treatments can be omitted. However, despite the presence of tumor-free margins, 10-30% of HNSCC patients still develop a locally recurrent tumor. Evidence is available that recurrent cancer develops from either (a). outgrowth of a relatively small number of tumor cells that have not been detected by the pathologist or (b). a precursor lesion in which additional genetic alterations have led again to invasive cancer.In a retrospective study on 13 HNSCC cases, we analyzed the primary tumor, its surrounding histologically tumor-free resection margins, and local recurrences for loss of heterozygosity (22 microsatellite markers on 6 chromosomes) and TP53 mutations to determine the origin of the recurrent cancer.A precursor lesion was absent in 5 of 13 (39%) cases, and the genetic similarity of the primary and recurrent cancer was high, providing evidence that residual cancer cells were the origin of recurrence. For the remaining eight cases (61%) a genetically related precursor lesion (field) was detected, and for five of these cases, evidence was found that both the primary and recurrent carcinoma originated from this field. The remaining three cases were less conclusive.This study explains the pathobiology of locally recurrent HNSCC in patients with histologically tumor-free resection margins and indicates that the development of novel therapies to decrease the local recurrence rates in HNSCC should not only be focused on eradicating residual cancer cells but also on the precursor lesions that are left behind.
DOI: 10.1158/1078-0432.ccr-03-0631
2004
Cited 154 times
Molecular Diagnosis of Surgical Margins and Local Recurrence in Head and Neck Cancer Patients
Abstract Purpose: Approximately 10–30% of surgically treated head and neck cancer patients develop local recurrences while the resection margins are histologically tumor free. These recurrences may arise from cancer cells left behind but not detected by the pathologist, or they may develop from precursor lesions adjacent to the tumor that were not completely resected. We have investigated whether TP53-mutated DNA in the surgical margins is suitable to identify patients with head and neck squamous cell carcinoma at risk for local and locoregional recurrence. Experimental Design: In a prospective cohort study of 76 patients with histologically tumor-free margins, the presence of TP53-mutated DNA was determined in the surgical margins using the phage plaque assay and correlated to clinical outcome. Immunostaining of the molecular-positive margins for mutated p53 protein was used to identify whether unresected precursor lesions or residual tumor cells were left behind. Results: The absence of TP53-mutated DNA in surgical margins was significantly associated with remaining free of local and locoregional recurrence (P = 0.027 and P = 0.028, respectively). Moreover, the presence of TP53-mutated DNA in the surgical margins was an independent prognosticator for locoregional recurrence (relative risk = 7.1; P = 0.021; 95% confidence interval, 0.9–56). In 20% of the cases, the presence of TP53-mutated DNA in the surgical margins was found to be related to the presence of tumor-related precursor lesions. Conclusions: This study shows the value of TP53-mutated DNA as a molecular marker to predict locally recurrent head and neck squamous cell carcinoma. The observation that all patients who were negative for TP53-mutated DNA in the surgical margins remained free of local recurrence raises hope that molecular analysis of histologically tumor-free surgical margins can be exploited to decide on postoperative radiotherapy. Furthermore, our data provide evidence that local recurrences originate mainly from tumor cells left behind but also originate, in part, from unresected precursor lesions.
DOI: 10.1016/j.oraloncology.2011.07.004
2011
Cited 127 times
Advances and applications of oral cancer basic research
Cancer of the oral cavity accounts for almost 3% of cancer cases in the world. The incidence varies widely reflecting geographic differences in exposure to risk factors. The recent rise in younger age groups and females seen in many countries is of particular concern. Treatment and management of complications, locoregional recurrence and further primary tumors result in high morbidity and mortality especially when the disease is advanced stage at initial diagnosis. Progress in cancer research has provided abundant new knowledge about cellular processes and molecular biology underlying oral carcinogenesis and tumor progression. The present review attempts to summarize the current most widely-used research approaches and their application in the prevention, diagnosis, effective treatment, and improved outcome of oral cancer.
DOI: 10.1093/annonc/mdy060
2018
Cited 120 times
Evaluation of the eighth TNM classification on p16-positive oropharyngeal squamous cell carcinomas in the Netherlands and the importance of additional HPV DNA testing
BackgroundOropharyngeal squamous cell carcinomas (OPSCCs) are traditionally caused by smoking and excessive alcohol consumption. However, in the last decades high-risk human papillomavirus (HPV) infections play an increasingly important role in tumorigenesis. HPV-driven OPSCCs are known to have a more favorable prognosis, which has led to important and marked changes in the recently released TNM-8. In this 8th edition, OPSCCs are divided based on p16 immunostaining, with p16 overexpression as surrogate marker for the presence of HPV. The aims of this study are to evaluate TNM-8 on a Dutch consecutive cohort of patients with p16-positive OPSCC and to determine the relevance of additional HPV DNA testing.Patients and methodsAll OPSCC patients without distant metastases at diagnosis and treated with curative intent at VU University Medical Center (2000–2015) and Erasmus Medical Center (2000–2006) were included (N= 1204). HPV status was determined by p16 immunostaining followed by HPV DNA PCR on the p16-immunopositive cases. We compared TNM-7 and TNM-8 using the Harrell’s C index.ResultsIn total, 388 of 1204 (32.2%) patients were p16-immunopositive. In these patients, TNM-8 had a markedly better predictive prognostic power than TNM-7 (Harrell’s C index 0.63 versus 0.53). Of the 388 p16-positive OPSCCs, 48 tumors (12.4%) were HPV DNA-negative. This subgroup had distinct demographic, clinical and morphologic characteristics and showed a significantly worse five-year overall survival compared with the HPV DNA-positive tumors (P< 0.001).ConclusionsTNM-8 has a better predictive prognostic power than TNM-7 in patients with p16-positive OPSCC. However, within p16-positive OPSCCs, there is an HPV DNA-negative subgroup with distinct features and a worse overall survival, indicating the importance to perform additional HPV DNA testing when predicting prognosis and particularly for selecting patients for de-intensified treatment regimens.
DOI: 10.4317/medoral.16.e300
2011
Cited 111 times
Early diagnosis in primary oral cancer: is it possible?
In this treatise oral carcinogenesis is briefly discussed, particularly with regard to the number of cell divisions that is required before cancer reaches a measurable size.At that stage, metastatic spread may have already taken place.Therefore, the term "early diagnosis" is somewhat misleading.The delay in diagnosis of oral cancer is caused both by patients' delay and doctors' delay.The total delay, including scheduling delay, work-up delay and treatment planning delay, varies in different studies, but averages some six months.The total delay is more or less evenly distributed between patients' and doctors' delay and is partly due to the unawareness of oral cancer among the public and professionals, and partly to barriers in the health care system that may prevent patients from seeking dental and medical care.Due to the relatively low incidence of oral cancer it will be difficult to increase the awareness of this cancer type among the public, thereby reducing patients' delay.However, it should be possible to considerably reduce doctors' delay by increasing the awareness of oral cancer among professionals and by improving their diagnostic ability.Population-based annual or semi-annual screening for oral cancer is not cost-effective, high-risk groups such as heavy smokers and drinkers perhaps excluded.Dentists and physicians, and also oral hygienists and nurse practitioners, may play a valuable role in such screening programs.
DOI: 10.1002/ijc.28580
2013
Cited 111 times
Molecular characterization of p16-immunopositive but HPV DNA-negative oropharyngeal carcinomas
Recent studies have reported that p16 protein overexpression qualifies as a surrogate marker identifying an oncogenic human papillomavirus (HPV) infection in oropharyngeal squamous cell carcinoma (OPSCC). However, there is still a percentage of OPSCCs that are positive for p16 immunohistochemistry (p16 IHC) but lack HPV DNA. The objective of this study was to characterize this group at the molecular level by performing sensitive HPV DNA- and RNA-based PCR methods and genetic profiling. All patients diagnosed with an OPSCC in the period 2000-2006 in two Dutch university medical centers were included (n = 841). The presence of HPV in a tumor sample was tested by p16 IHC followed by an HPV DNA GP5+/6+ PCR. p16 IHC scored positive in 195 samples, of which 161 were HPV DNA-positive and 34 (17%) HPV DNA-negative. In the latter group, a SPF10-LiPA25 assay, an HPV16 type-specific E7 PCR and an E6 mRNA RT-PCR were performed. Next, ten of these cases were further analyzed for loss of heterozygosity (LOH) of 15 microsatellite markers at chromosome arms 3p, 9p and 17p. Of the 34 p16-positive but PCR-negative OPSCCs, two samples tested positive by SPF10 assay, HPV16 E7 PCR and HPV16 E6 mRNA RT-PCR. Three samples tested positive by SPF10 assay but negative by the HPV16-specific assays. Nine of ten cases that were tested for LOH showed a genetic pattern comparable to that of HPV-negative tumors. This study categorizes p16-positive but HPV DNA-negative OPSCCs as HPV-negative tumors based on genetic profiling. This study highlights the importance of performing HPV testing in addition to p16 IHC for proper identification of HPV-associated OPSCCs.
DOI: 10.1259/bjr.20170498
2018
Cited 109 times
Development and validation of a radiomic signature to predict HPV (p16) status from standard CT imaging: a multicenter study
OBJECTIVES Human papillomavirus (HPV) positive oropharyngeal cancer (oropharyngeal squamous cell carcinoma, OPSCC) is biologically and clinically different from HPV negative OPSCC.Here, we evaluate the use of a radiomic approach to identify the HPV status of OPSCC.METHODS Four independent cohorts, totaling 778 OPSCC patients with HPV determined by p16 were collected.We randomly assigned 80% of all data for model training (N = 628) and 20% for validation (N = 150).On the pre-treatment CT images, 902 radiomic features were calculated from the gross tumor volume.Multivariable modeling was performed using least absolute shrinkage and selection operator.To assess the impact of CT artifacts in predicting HPV (p16), a model was developed on all training data (M) and on the artifact-free subset of training data (M).Models were validated on all validation data (V), and the subgroups with (V) and without (V) artifacts.Kaplan-Meier survival analysis was performed to compare HPV status based on p16 and radiomic model predictions.RESULTS The area under the receiver operator curve for M and M ranged between 0.70 and 0.80 and was not significantly different for all validation data sets.There was a consistent and significant split between survival curves with HPV status determined by p16 [p = 0.007; hazard ratio (HR): 0.46], M (p = 0.036; HR: 0.55) and M (p = 0.027; HR: 0.49).CONCLUSION This study provides proof of concept that molecular information can be derived from standard medical images and shows potential for radiomics as imaging biomarker of HPV status.Advances in knowledge: Radiomics has the potential to identify clinically relevant molecular phenotypes.
DOI: 10.1093/annonc/mds299
2012
Cited 93 times
Treatment choice for locally advanced head and neck cancers on the basis of risk factors: biological risk factors
<h2>ABSTRACT</h2> Patients with locally advanced head and neck squamous cell carcinoma often experience relapse, the cause of poor survival statistics. Relapse occurs following the three main types of treatment, surgery with or without post-operative (chemo)radiotherapy, or chemoradiation (containing cisplatin). Cancer relapse can result from (i) outgrowth of residual tumour cells, sometimes with a number too small to be detected by routine histopathology or (ii) development of another carcinoma in a field of pre-neoplastic cells that has remained after treatment of the primary carcinoma. At this moment, clinical staging is not enough to identify patients who will develop relapse and who need tailored treatment. This review describes the latest knowledge of mechanisms of cancer relapse, addresses the biomarkers of potential interest detectable in the tissue of the tumour or its surgical margins and discusses three biomarkers, human papillomavirus, TP53 and epidermal growth receptor in more detail. Once a marker panel has been established, treatment should be focussed on the patients at risk of relapse by improved tailoring of existing treatment modalities. Also, the implementation of more targeting therapies based on the characteristics of the discovered markers should lead to better survival rates.
DOI: 10.1038/s41416-018-0233-4
2018
Cited 91 times
A review of the most promising biomarkers for early diagnosis and prognosis prediction of tongue squamous cell carcinoma
There is a great interest in developing biomarkers to enhance early detection and clinical management of tongue squamous cell carcinoma (TSCC). However, the developmental path towards a clinically valid biomarker remains extremely challenging. Ideally, the initial key step in moving a newly discovered biomarker towards clinical implementation is independent replication. Therefore, the focus of this review is on biomarkers that consistently showed clinical relevance in two or more publications.We searched PubMed database for relevant papers across different TSCC sample sources, i.e., body fluids (saliva, serum/plasma) and tissues. No restriction regarding the date of publication was applied except for immunohistochemistry (IHC); only studies published between 2010 and June 2017 were included.The search strategy identified 1429 abstracts, of which 96 papers, examining 150 biomarkers, were eventually included. Of these papers, 66% were exploratory studies evaluating single or a panel of biomarkers in one publication. Ultimately, based on studies that had undergone validation for their clinical relevance in at least two independent studies, we identified 10 promising candidates, consisting of different types of molecules (IL-6, IL-8, and Prolactin in liquid samples; HIF-1α, SOX2, E-cadherin, vimentin, MALAT1, TP53, and NOTCH1 in tissue biopsies) CONCLUSIONS: Although more exploratory research is needed with newer methods to identify biomarkers for TSCC, rigorous validation of biomarkers that have already shown unbiased assessment in at least two publications should be considered a high priority. Further research on these promising biomarkers or their combination in multi-institutional studies, could provide new possibilities to develop a specific panel for early diagnosis, prognosis, and individualized treatments.
DOI: 10.1136/bmj.h2016
2015
Cited 83 times
Direct benefit of vaccinating boys along with girls against oncogenic human papillomavirus: bayesian evidence synthesis
To assess the reduction in the vaccine preventable burden of cancer in men if boys are vaccinated along with girls against oncogenic human papillomavirus (HPV).Bayesian evidence synthesis approach used to evaluate the impact of vaccination against HPV types 16 and 18 on the burden of anal, penile, and oropharyngeal carcinomas among heterosexual men and men who have sex with men. The reduced transmission of vaccine-type HPV from vaccination of girls was assumed to lower the risk of HPV associated cancer in all men but not to affect the excess risk of HPV associated cancers among men who have sex with men.General population in the Netherlands.Inclusion of boys aged 12 into HPV vaccination programmes.Quality adjusted life years (QALYs) and numbers needed to vaccinate.Before HPV vaccination, 14.9 (95% credible interval 12.2 to 18.1) QALYs per thousand men were lost to vaccine preventable cancers associated with HPV in the Netherlands. This burden would be reduced by 37% (28% to 48%) if the vaccine uptake among girls remains at the current level of 60%. To prevent one additional case of cancer among men, 795 boys (660 to 987) would need to be vaccinated; with tumour specific numbers for anal, penile, and oropharyngeal cancer of 2162, 3486, and 1975, respectively. The burden of HPV related cancer in men would be reduced by 66% (53% to 805) if vaccine uptake among girls increases to 90%. In that case, 1735 boys (1240 to 2900) would need to be vaccinated to prevent an additional case; with tumour specific numbers for anal, penile, and oropharyngeal cancer of 2593, 29107, and 6484, respectively.Men will benefit indirectly from vaccination of girls but remain at risk of cancers associated with HPV. The incremental benefit of vaccinating boys when vaccine uptake among girls is high is driven by the prevention of anal carcinomas, which underscores the relevance of HPV prevention efforts for men who have sex with men.
DOI: 10.1016/j.gpb.2019.11.008
2020
Cited 54 times
DPHL: A DIA Pan-human Protein Mass Spectrometry Library for Robust Biomarker Discovery
To address the increasing need for detecting and validating protein biomarkers in clinical specimens, mass spectrometry (MS)-based targeted proteomic techniques, including the selected reaction monitoring (SRM), parallel reaction monitoring (PRM), and massively parallel data-independent acquisition (DIA), have been developed. For optimal performance, they require the fragment ion spectra of targeted peptides as prior knowledge. In this report, we describe a MS pipeline and spectral resource to support targeted proteomics studies for human tissue samples. To build the spectral resource, we integrated common open-source MS computational tools to assemble a freely accessible computational workflow based on Docker. We then applied the workflow to generate DPHL, a comprehensive DIA pan-human library, from 1096 data-dependent acquisition (DDA) MS raw files for 16 types of cancer samples. This extensive spectral resource was then applied to a proteomic study of 17 prostate cancer (PCa) patients. Thereafter, PRM validation was applied to a larger study of 57 PCa patients and the differential expression of three proteins in prostate tumor was validated. As a second application, the DPHL spectral resource was applied to a study consisting of plasma samples from 19 diffuse large B cell lymphoma (DLBCL) patients and 18 healthy control subjects. Differentially expressed proteins between DLBCL patients and healthy control subjects were detected by DIA-MS and confirmed by PRM. These data demonstrate that the DPHL supports DIA and PRM MS pipelines for robust protein biomarker discovery. DPHL is freely accessible at https://www.iprox.org/page/project.html?id=IPX0001400000.
DOI: 10.1016/j.ccell.2022.08.006
2022
Cited 38 times
Detection and localization of early- and late-stage cancers using platelet RNA
Cancer patients benefit from early tumor detection since treatment outcomes are more favorable for less advanced cancers. Platelets are involved in cancer progression and are considered a promising biosource for cancer detection, as they alter their RNA content upon local and systemic cues. We show that tumor-educated platelet (TEP) RNA-based blood tests enable the detection of 18 cancer types. With 99% specificity in asymptomatic controls, thromboSeq correctly detected the presence of cancer in two-thirds of 1,096 blood samples from stage I-IV cancer patients and in half of 352 stage I-III tumors. Symptomatic controls, including inflammatory and cardiovascular diseases, and benign tumors had increased false-positive test results with an average specificity of 78%. Moreover, thromboSeq determined the tumor site of origin in five different tumor types correctly in over 80% of the cancer patients. These results highlight the potential properties of TEP-derived RNA panels to supplement current approaches for blood-based cancer screening.
DOI: 10.1016/j.radonc.2024.110087
2024
Intratumor genetic heterogeneity and head and neck cancer relapse
<h2>Abstract</h2><h3>Background</h3> Head and neck squamous cell carcinomas are treated by surgery, radiotherapy (RT), chemoradiotherapy (CRT) or combinations thereof, but locoregional recurrences (LRs) occur in 30–40% of treated patients. We have previously shown that in approximately half of the LRs after CRT, cancer driver mutations are not shared with the index tumor. <h3>Aim</h3> To investigate two possible explanations for these genetically unrelated relapsestreatment-induced genetic changes and intratumor genetic heterogeneity. <h3>Methods</h3> To investigate treatment-induced clonal DNA changes, we compared copy number alterations (CNAs) and mutations between primary and recurrent xenografted tumors after treatment with (C)RT. Intratumor genetic heterogeneity was studied by multi-region sequencing on DNA from 31 biopsies of 11 surgically treated tumors. <h3>Results</h3> Induction of clonal DNA changes by (C)RT was not observed in the xenograft models. Multi-region sequencing demonstrated variations in CNA profiles between paired biopsies of individual tumors, with copy number heterogeneity scores varying from 0.027-0.333. In total, 32 cancer driver mutations could be identified and were shared in all biopsies of each tumor. Remarkably, multi-clonal mutations in these same cancer driver genes were observed in 6 of 11 tumors. Genetically distinct heterogeneous cell cultures could also be established from single tumors, with different biomarker profiles and drug sensitivities. <h3>Conclusion</h3> Intratumor genetic heterogeneity at the level of the cancer driver mutations might explain the discordant mutational profiles in LRs after CRT, while there are no indications in xenograft models that these changes are induced by CRT.
DOI: 10.1002/(sici)1097-0215(20000315)85:6<865::aid-ijc21>3.0.co;2-q
2000
Cited 169 times
Molecular cloning and immunogenicity of renal cell carcinoma-associated antigen G250
The molecular cloning of the cDNA and gene encoding the renal cell carcinoma (RCC)-associated protein G250 is described. This protein is one of the best markers for clear cell RCC: all clear-cell RCC express this protein, whereas no expression can be detected in normal kidney and most other normal tissue. Antibody studies have indicated that this molecule might serve as a therapeutic target. In view of the induction/up-regulation of G250 antigen in RCC, its restricted tissue expression and its possible role in therapy, we set out to molecularly define the G250 antigen, which we identified as a transmembrane protein identical to the tumor-associated antigen MN/CAIX. We determined, by FISH analysis, that the G250/MN/CAIX gene is located on chromosome 9p12-13. In view of the relative immunogenicity of RCC, we investigated whether the G250 antigen can be recognized by TIL derived from RCC patients. The initial characterization of 18 different TIL cultures suggests that anti-G250 reactivity is rare.
2001
Cited 162 times
Persistence of genetically altered fields in head and neck cancer patients: biological and clinical implications.
In 1953, Slaughter et al. [D. P. Slaughter et al., Cancer (Phila.), 6: 963-968, 1953] proposed the concept of field cancerization in patients with squamous cell carcinoma of the head and neck (HNSCC) and discussed its clinical significance for the development of second primary tumors and local recurrences. To define the process of field cancerization and its putative clinical implications, we analyzed genetic aberrations in HNSCC and the accompanying macroscopically normal mucosa. In 28 HNSCC patients, loss of heterozygosity was determined in tumor and five noncontiguous mucosal biopsies using eight microsatellite markers at 9p, 3p, and 17p. For patients who showed loss of heterozygosity in their mucosal biopsies, all margins of the surgical specimen were subsequently analyzed to determine the extension of the field. In these cases, additional markers at 8p, 13q, and 18q as well as p53 mutations were included to determine subclonal differences between field and tumor. Genetically altered fields were detected in 36% (10 of 28) of the HNSCC patients. The field varied in size between patients and consisted of genetically different subclones. In 7 of 10 cases, the field extended into the surgical margins. One particular patient with a genetically altered field in a surgical margin developed a local recurrence after 28 months of follow-up. Microsatellite analysis showed that this recurrence had more molecular markers in common with the nonresected premalignant field than with the original tumor, suggesting that this persistent field has progressed further into a new malignancy. Our data show that genetically altered mucosa remains after treatment in a significant proportion of HNSCC patients, which may explain in part the high frequency of local recurrences and second primary tumors. Adequate identification and risk assessment of these genetically altered fields may have profound implications for future patient management.
DOI: 10.1002/path.1242
2002
Cited 146 times
Mutated p53 as a molecular marker for the diagnosis of head and neck cancer
Abstract In total, 10–30% of patients with head and neck squamous cell carcinoma (HNSCC) develop local recurrences despite seemingly adequate tumour resection. This may result from minimal residual cancer (MRC): small numbers of tumour cells left behind in the surgical margins, undetectable by routine histopathology. In recent studies, p53 mutations have been considered as selective and sensitive DNA markers of cancer cells. There are two potential problems in using mutated‐p53 DNA as a marker. Firstly, p53 mutations occur early in progression and might therefore detect unresected precursor lesions besides tumour cells. Secondly, DNA is a very stable biomolecule that might lead to false‐positive results. These two potential problems have been evaluated in this study. Fifty patients with a radical tumour resection were included, of whom 30 showed a p53 mutation in the primary tumour. Histopathologically tumour‐free surgical margins were quantitatively analysed for mutated p53 by molecular diagnosis (plaque assay) and subsequent (immuno)histopathology. p53 mutated DNA was detected in the surgical margins of 19/30 patients. Immunohistochemistry confirmed the presence of small tumour foci in 2/19 mutated p53‐positive cases. In 7/19 cases, the tumour‐specific p53 mutation was found in unresected dysplastic mucosal precursor lesions. Moreover, in a number of cases small p53‐immunostained patches were detected, but the mutations found were never tumour‐related. By screening contralateral exfoliated cells and plaque assays on RNA it was shown that detection of mutated‐p53 DNA is prone to false‐positive results. In conclusion, using p53 mutations as a marker, both MRC and unresected mutated p53‐positive mucosal precursor lesions are detected within surgical margins. Molecular assessment of surgical margins using p53 mutations enables the selection of HNSCC patients at high risk for tumour recurrence, but tumour RNA seems at present to be a more specific biomolecule for analysis than tumour DNA. Copyright © 2002 John Wiley &amp; Sons, Ltd.
DOI: 10.1002/hed.10018
2002
Cited 130 times
Wait‐and‐see policy for the N0 neck in early‐stage oral and oropharyngeal squamous cell carcinoma using ultrasonography‐guided cytology: Is there a role for identification of the sentinel node?
Management of the N0 neck in patients with head and neck squamous cell carcinoma (SCC) remains controversial. We describe the outcome of patients who underwent transoral tumor excision and a wait-and-see policy for the neck staged N0 by ultrasonography-guided cytology (USgFNAC). Because selection of lymph nodes for USgFNAC is currently based on size criteria, we investigated the additional value of sentinel node (SN) identification.The outcome of 161 patients with T1-T2 oral/oropharyngeal SCC was determined. In a subgroup of 39 patients the SN was identified and aspirated in addition.SN identification and aspiration was possible in 38 of 39 patients but without decreasing the false-negative rate of USgFNAC. During follow-up (12-99 months) 34 of 161 (21%) patients developed lymph node metastases. After therapeutic neck dissection and postoperative radiotherapy, 27 of 34 (79%) could be salvaged (88% regional control).Wait-and-see seems justified in case of negative USgFNAC. Strict follow-up with USgFNAC is required. SN identification and aspiration is feasible but did not improve lymph node selection.
DOI: 10.1083/jcb.129.6.1677
1995
Cited 130 times
The human E48 antigen, highly homologous to the murine Ly-6 antigen ThB, is a GPI-anchored molecule apparently involved in keratinocyte cell-cell adhesion.
The E48 antigen, a putative human homologue of the 20-kD protein present in desmosomal preparations of bovine muzzle, and formerly called desmoglein III (dg4), is a promising target antigen for antibody-based therapy of squamous cell carcinoma in man. To anticipate the effect of high antibody dose treatment, and to evaluate the possible biological involvement of the antigen in carcinogenesis, we set out to molecularly characterize the antigen. A cDNA clone encoding the E48 antigen was isolated by expression cloning in COS cells. Sequence analysis revealed that the clone contained an open reading frame of 128 amino acids, encoding a core protein of 13,286 kD. Database searching showed that the E48 antigen has a high level of sequence similarity with the mouse ThB antigen, a member of the Ly-6 antigen family. Phosphatidylinositol-specific (PI-specific) phospholipase-C treatment indicated that the E48 antigen is glycosylphosphatidylinositol-anchored (GPI-anchored) to the plasma membrane. The gene encoding the E48 antigen is a single copy gene, located on human chromosome 8 in the 8q24-qter region. The expression of the gene is confined to keratinocytes and squamous tumor cells. The putative mouse homologue, the ThB antigen, originally identified as an antigen on cells of the lymphocyte lineage, was shown to be highly expressed in squamous mouse epithelia. Moreover, the ThB expression level is in keratinocytes, in contrast to that in lymphocytes, not mouse strain related. Transfection of mouse SV40-polyoma transformed mouse NIH/3T3 cells with the E48 cDNA confirmed that the antigen is likely to be involved in cell-cell adhesion.
DOI: 10.1158/1078-0432.ccr-03-0114
2004
Cited 124 times
Down-Regulated Expression of Cytokeratin 18 Promotes Progression of Human Breast Cancer
Abstract Purpose: Cytokeratins (CKs) have been recognized for &amp;gt;20 years as structural marker proteins specific for epithelial cells. Recent expression profiling analyses indicate, however, that CK down-regulation may occur in breast cancer. Experimental Design: Here we evaluated the expression pattern of CK18 by immunohistochemical analysis of primary breast carcinomas (n = 1458) spotted on a high-density tissue microarray. The findings were correlated to histopathological risk factors and clinical outcome. Results: Down-regulation of CK18 (as compared to normal breast tissue) was observed in 25.4% of the tumors with a lower rate in lobular carcinomas (17.0%) than in ductal carcinomas (25.4%) or other histological entities (32.5%). CK down-regulation was significantly correlated to advanced tumor stage and high grade but not to axillary lymph node status. Kaplan-Meier survival analysis revealed CK18 as a prognostic indicator of overall survival (P = 0.015) and cancer-specific survival (P = 0.005). Conclusions: Down-regulation of the luminal CK18 is not rare and a clinically relevant event in breast cancer. This finding has important implications for the use of CK18 as epithelial tumor marker. The correlations with clinical follow-up suggest that CK18 might suppress tumor pro-gression.
2003
Cited 119 times
Molecular signature associated with bone marrow micrometastasis in human breast cancer.
Metastasis is the leading cause of cancer-related death, and bone marrow (BM) is a prominent metastatic site in solid tumors. Here, we focused on the onset of metastasis, using BM as an indicator organ for micrometastatic tumor cells in breast cancer patients without overt metastases (tumor-node-metastasis stage M(0)). Expression analysis with cDNA arrays showed distinct profiles between primary tumors from BM-positive and BM-negative patients. The differentially expressed genes are involved in extracellular matrix remodeling, adhesion, cytoskeleton plasticity, and signal transduction (in particular RAS and hypoxia-inducible factor 1alpha pathway). The BM signature was mainly characterized by transcriptional repression and different from the expression signature associated with lymphatic metastasis. Thus, BM micrometastasis is a selective process with a specific molecular signature of the primary tumor.
DOI: 10.1002/path.1285
2003
Cited 114 times
Comparative molecular and histological grading of epithelial dysplasia of the oral cavity and the oropharynx
Histological grading of epithelial dysplasia in the oral cavity and oropharynx is used to predict the risk for cancer and to determine the treatment strategy. This grading, however, is subjective and not well reproducible. Recent publications have shown that molecular markers are promising in cancer risk assessment. The aim of the present study was to compare classical histological and molecular grading and to relate these to the proliferation rate by quantitative assessment of Ki-67 staining. Forty-three samples were analysed from the margins of patients who had undergone resection of their squamous cell carcinoma in the oral cavity/oropharynx. Three experienced pathologists performed the histological grading. With the consensus score, 12 samples were classified as normal and 31 as dysplastic (21 mild, six moderate, and four severe). Loss of heterozygosity (LOH) was assessed in the same samples with 15 microsatellite markers at chromosomes 3p, 9p, 17p, 8p, 13q, and 18q, and was present in 28 of the 43 samples. Twenty-four of the 28 cases (86%) with LOH were classified as dysplastic and four as normal. All ten samples with moderate and severe dysplasia and 14 of 21 samples with mild dysplasia contained LOH. In four of 12 biopsies classified as normal, LOH was found. A very striking and significant difference of the Ki-67 index was observed between LOH-positive and LOH-negative cases, 36.6 +/- 11.1% versus 19.4 +/- 2.8% positive cells, respectively. In mild dysplasia, 13 of 14 lesions containing LOH had a higher Ki-67 index than all seven lesions without LOH. Thus, in the oral cavity/oropharynx, LOH is more frequently found in the histologically higher-grade lesions (moderate dysplasia or worse) and in the lower grade lesions when a high proliferation rate is present. Assessment of proliferation with Ki-67 is a better surrogate for LOH than histological grading.
DOI: 10.1016/0166-6851(86)90027-7
1986
Cited 113 times
Characterization of Plasmodium falciparum sexual stage antigens and their biosynthesis in synchronised gametocyte cultures
Synchronised gametocyte cultures were used to study the biosynthesis of the sexual stage target antigens (Mr 230 000, 48 000 and 25 000) for anti gamete/zygote antibodies. These antigens were shown to be synthesized during gametocyte development from day 2–3 onwards until gametogenesis occurred. After gametogenesis a 25 kDa protein was predominantly synthesized, whereas synthesis of the other target proteins was hardly detectable. The 48, 45, and 25 kDa proteins appeared to be glycosylated, in addition the 25 kDa was also acylated in that it bound [3H]palmitic acid covalently. The iso-electric point (pI) of these proteins was assessed as being 6.0 ± 0.1 (for both 48 and 45 kDa) and 5.6 ± 0.1 (for 25 kDa).
DOI: 10.1093/jnci/djn366
2008
Cited 101 times
Clinical and Molecular Characteristics of Squamous Cell Carcinomas From Fanconi Anemia Patients
Fanconi anemia is a recessively inherited disease that is characterized by congenital abnormalities, bone marrow failure, and a predisposition to develop cancer, particularly squamous cell carcinomas (SCCs) in the head and neck and anogenital regions. Previous studies of Fanconi anemia SCCs, mainly from US patients, revealed the presence of high-risk human papillomavirus (HPV) DNA in 21 (84%) of 25 tumors analyzed. We examined a panel of 21 SCCs mainly from European Fanconi anemia patients (n = 19 FA patients; 16 head and neck squamous cell carcinomas [HNSCCs], 2 esophageal SCCs, and 3 anogenital SCCs) for their clinical and molecular characteristics, including patterns of allelic loss, TP53 mutations, and the presence of HPV DNA by GP5+/6+ polymerase chain reaction. HPV DNA was detected in only two (10%) of 21 tumors (both anogenital SCCs) but in none of the 16 HNSCCs. Of the 18 tumors analyzed, 10 contained a TP53 mutation. The patterns of allelic loss were comparable to those generally found in sporadic SCCs. Our data show that HPV does not play a major role in squamous cell carcinogenesis in this cohort of Fanconi anemia patients and that the Fanconi anemia SCCs are genetically similar to sporadic SCCs despite having a different etiology.
DOI: 10.1002/ijc.25474
2011
Cited 88 times
Immortalization of oral keratinocytes by functional inactivation of the p53 and pRb pathways
A subgroup of head and neck squamous cell carcinomas (HNSCCs) contains high-risk human papillomavirus-type 16 (HPV16). The viral E6 and E7 oncoproteins inactivate the p53 and pRb proteins, respectively. We examined the causative effect of HPV16 E6 and E7 expression on the immortalization of normal oral keratinocytes (OKCs) and compared the resulting phenotype with alternative ways of p53- and pRb-pathway abrogation frequently found in HNSCCs without HPV. Primary OKCs were conditionally immortalized with temperature-sensitive SV40 large T-antigen and human telomerase, allowing these cells to return to their senescent primary state after temperature shift. HPV16 E6 and E7 were introduced to overcome senescence, determined with population doubling (PD) as read-out. For comparison, we downregulated p53 and p16 by short hairpin RNA genes and expressed mutant p53R(175)H and cyclinD1. Expression of HPV16 E6 caused an extended life span similar to expression of mutant p53R(175)H or p53 knockdown. Expression of mutant p53R(175)H seemed to cause additional activation of the hypoxia and WNT signaling pathways. HPV16 E7 expression had no direct effect on lifespan, similar to p16 knockdown or cyclinD1 expression. In combination with HPV16 E6 or other functional inactivations of p53, abrogation of the pRb-pathway by either HPV16 E7 or other manipulations caused an immortal phenotype. Our data show the causative role of HPV16 E6/E7 in early squamous carcinogenesis. Activity of each gene could be mimicked by other genetic events frequently found in HNSCC without HPV. This data provides the experimental proof of causal association of HPV in HNSCC carcinogenesis and further support the crucial role of the p53- and pRb-pathways.
DOI: 10.1158/1078-0432.ccr-08-2188
2009
Cited 87 times
Genomic Profiles Associated with Early Micrometastasis in Lung Cancer: Relevance of 4q Deletion
Bone marrow is a common homing organ for early disseminated tumor cells (DTC) and their presence can predict the subsequent occurrence of overt metastasis and survival in lung cancer. It is still unclear whether the shedding of DTC from the primary tumor is a random process or a selective release driven by a specific genomic pattern.DTCs were identified in bone marrow from lung cancer patients by an immunocytochemical cytokeratin assay. Genomic aberrations and expression profiles of the respective primary tumors were assessed by microarrays and fluorescence in situ hybridization analyses. The most significant results were validated on an independent set of primary lung tumors and brain metastases.Combination of DNA copy number profiles (array comparative genomic hybridization) with gene expression profiles identified five chromosomal regions differentiating bone marrow-negative from bone marrow-positive patients (4q12-q32, 10p12-p11, 10q21-q22, 17q21, and 20q11-q13). Copy number changes of 4q12-q32 were the most prominent finding, containing the highest number of differentially expressed genes irrespective of chromosomal size (P=0.018). Fluorescence in situ hybridization analyses on further primary lung tumor samples confirmed the association between loss of 4q and bone marrow-positive status. In bone marrow-positive patients, 4q was frequently lost (37% versus 7%), whereas gains could be commonly found among bone marrow-negative patients (7% versus 17%). The same loss was also found to be common in brain metastases from both small and non-small cell lung cancer patients (39%).Thus, our data indicate, for the first time, that early hematogenous dissemination of tumor cells might be driven by a specific pattern of genomic changes.
DOI: 10.1158/1078-0432.ccr-11-0183
2011
Cited 84 times
Prognostic Significance of Truncating <i>TP53</i> Mutations in Head and Neck Squamous Cell Carcinoma
TP53 is a key gene in cellular homeostasis and is frequently mutated in head and neck squamous cell carcinoma (HNSCC). There is a variety of TP53 mutations, each with its own biological and clinical implication. Aim of the study was to assess the prognostic significance of TP53 mutations in HNSCCs and to identify the most relevant mutation.TP53 mutation status was investigated in 141 consecutive HNSCCs treated by surgery with radiotherapy when indicated and with a known human papilloma virus status. The type of mutation was correlated with overall and progression-free survival in a multivariate two-sided Cox regression analysis with wild type as reference.A TP53 mutation was found in 88 (62.4%) of the carcinomas and was not significantly associated with overall survival (HR = 1.65, P = 0.11). Patients with a mutation resulting in a truncated protein (n = 36, 25.5%) had a significantly worse overall survival (HR = 2.54, P = 0.008) and progression-free survival (HR = 2.65, P = 0.002). Four of these mutations were at a splice site, 13 were nonsense mutations (produces stop codon), and 19 were insertions or deletions resulting in a frameshift. After multivariate analysis, a truncating mutation remained a significant prognosticator. A missense (i.e., nontruncating) mutation did not influence prognosis. Other ways of classification (disruptive vs. nondisruptive, hotspot vs. nonhotspot, and DNA binding vs. non-DNA binding) were less discriminative.In HNSCCs, a truncating TP53 mutation is associated with a poor prognosis. This patient group seems as a target population for adjuvant therapy with chemoradiation or viral vector-mediated TP53 gene transfer.
DOI: 10.1016/j.oraloncology.2010.01.019
2010
Cited 82 times
Molecular analysis of surgical margins in head and neck cancer: More than a marginal issue
The relatively modest survival of patients surgically treated for advanced HNSCC can partly be explained by the development of local relapse. It is important that surgeons are able to predict which patients are at high risk to develop local relapse, since clinical management can be tailored. Local relapse after resection of a primary HNSCC is easily explained, when tumour is detected in the surgical margins and thus residual tumour is likely to remain in the patient, but the pathobiology is more complex in cases where the margins are histologically tumour-free. Molecular studies indicate that there are two different mechanisms responsible in these cases. First, small clusters of residual tumour cells that are undetectable on routine histopathological examination (known as minimal residual cancer: MRC) proliferate and this forms the basis of recurring cancer. A second cause of relapse is a remaining field of preneoplastic cells that is struck by additional genetic hits leading to invasive cancer. It is likely that within this field, that can be over 7 cm in diameter, the primary carcinoma has also emerged. Despite careful histopathological examination of the surgical margins of the primary carcinoma, it is at present not reliably possible to predict which patient will develop local relapse. Herein we focus on new developments regarding the analysis of margins, causes of local relapse, and how novel molecular techniques can be of help in a more accurate risk assessment. Critical analysis of the studies that have been published thus far shows that there is a list of promising markers, based on protein expression (immuno-histochemistry) and nucleic acid analysis. Further studies should be focused on validation and assessment of the clinical utility of these markers. Margin analysis should reveal whether one is dealing with residual cancer cells that might be treated by post-operative radiotherapy or with preneoplastic fields that remained behind. For this latter entity, there is no intervention available at present, except for a more intensive surveillance.
DOI: 10.1002/ijc.28355
2013
Cited 80 times
Time trends in the prevalence of HPV in oropharyngeal squamous cell carcinomas in northern Spain (1990–2009)
Recent studies support an important role for human papillomavirus (HPV) in oropharyngeal squamous cell carcinomas (OPSCC), although the incidence varies widely depending on the geographic location and time period studied. The aim of this study was to determine the proportion of HPV in a large cohort of OPSCC in northern Spain in the years 1990–2009. Clinical records and paraffin embedded tumor specimens of 248 consecutive patients surgically treated for OPSCC (140 tonsillar and 108 base of tongue) between 1990 and 2009 were retrieved. OPSCC cases were histomorphologically evaluated, and protein expression of p16 and p53 was analyzed by immunohistochemistry. Detection of high‐risk HPV DNA was performed by GP5+/6+‐PCR and in situ hybridization (ISH). Thirty cases (12%) were positive for p16 immunostaining, of which eight (3.2% of the total series) were found positive for HPV type 16 by genotyping of GP5+6+‐PCR products. All HPV GP5+/6+‐PCR‐positive tumors were p53‐immunonegative, seven had a basaloid morphology and seven were also positive by HPV ISH. Presence of HPV correlated inversely with tobacco and alcohol consumption ( p &lt; 0.001), but not with age of onset of OPSCC. Overall survival was better in the HPV‐positive group, although not statistically significant ( p = 0.175). OPSCC patients in northern Spain demonstrated a low involvement of HPV, increasing (although not significantly, p = 0.120) from 1.8% in 1990–1999 to 6.1% of cases in 2000–2009.
DOI: 10.1200/jco.2011.40.4509
2012
Cited 78 times
Validation of a Gene Expression Signature for Assessment of Lymph Node Metastasis in Oral Squamous Cell Carcinoma
Current assessment of lymph node metastasis in patients with head and neck squamous cell carcinoma is not accurate enough to prevent overtreatment. The aim of this study was validation of a gene expression signature for distinguishing metastasizing (N+) from nonmetastasizing (N0) squamous cell carcinoma of the oral cavity (OSCC) and oropharynx (OPSCC) in a large multicenter cohort, using a diagnostic DNA microarray in a Clinical Laboratory Improvement Amendments/International Organization for Standardization-approved laboratory.A multigene signature, previously reported as predictive for the presence of lymph node metastases in OSCC and OPSCC, was first re-evaluated and trained on 94 samples using generic, whole-genome, DNA microarrays. Signature genes were then transferred to a dedicated diagnostic microarray using the same technology platform. Additional samples (n=222) were collected from all head and neck oncologic centers in the Netherlands and analyzed with the diagnostic microarray. Human papillomavirus status was determined by real-time quantitative polymerase chain reaction.The negative predictive value (NPV) of the diagnostic signature on the entire validation cohort (n=222) was 72%. The signature performed well on the most relevant subset of early-stage (cT1-T2N0) OSCC (n=101), with an NPV of 89%.Combining current clinical assessment with the expression signature would decrease the rate of undetected nodal metastases from 28% to 11% in early-stage OSCC. This should be sufficient to enable clinicians to refrain from elective neck treatment. A new clinical decision model that incorporates the expression signature is therefore proposed for testing in a prospective study, which could substantially improve treatment for this group of patients.
DOI: 10.1016/j.ejca.2013.11.010
2014
Cited 74 times
Cancer stem cell enrichment marker CD98: A prognostic factor for survival in patients with human papillomavirus-positive oropharyngeal cancer
PurposeSeveral hypotheses have been proposed to explain the relatively good prognosis of patients with a human papillomavirus (HPV)-positive oropharyngeal squamous cell carcinoma (OPSCC) and one of these is a higher sensitivity to (chemo)radiation. Previous studies have suggested that treatment failure in OPSCC patients is caused by resistance of cancer stem cells (CSCs). The purpose of this study was to evaluate the association between the number of CSCs and prognosis in HPV-positive OPSCC patients.Experimental designAll OPSCC patients (n = 711) treated between 2000 and 2006 in two Dutch university hospitals were included. Presence of HPV in a tumour tissue specimen was tested by p16-immunostaining followed by HPV DNA GP5+/6+polymerase chain reaction (PCR). The presence and intensity of tumour CSC markers CD44 and CD98 were determined by immunohistochemistry and semiquantitative scoring was performed. Overall survival (OS) and progression-free survival (PFS) rates were compared between patients with low and high CD44/CD98 expression in relation to HPV status.ResultsHPV-positive tumours showed a lower percentage of cells with CD44 and CD98 expression than HPV-negative tumours (p < 0.001, χ2-test). Within the group of patients with HPV-positive OPSCC, a high percentage of CD98-positive tumour cells was associated with a significantly worse 5-year OS and PFS (OS: 36.4% and PFS: 27.3%) compared to patients with a low percentage of CD98-positive cells (OS: 71.9% and PFS: 70.5%, respectively) (p < 0.001).ConclusionsHPV-positive OPSCCs harbour fewer cells expressing the CSC enrichment markers CD44 and CD98. Furthermore, OS and PFS were significantly worse for patients with HPV-positive OPSCC with a high percentage of CD98-positive cells.
DOI: 10.1158/1078-0432.ccr-12-2539
2013
Cited 71 times
Functional Genetic Screens Identify Genes Essential for Tumor Cell Survival in Head and Neck and Lung Cancer
Despite continuous improvement of treatment regimes, the mortality rates for non-small cell lung cancer (NSCLC) and head and neck squamous cell carcinoma (HNSCC) remain disappointingly high and novel anticancer agents are urgently awaited.We combined the data from genome-wide siRNA screens on tumor cell lethality in a lung and a head and neck cancer cell line.We identified 71 target genes that seem essential for the survival of both cancer types. We identified a cluster of 20 genes that play an important role during G2-M phase transition, underlining the importance of this cell-cycle checkpoint for tumor cell survival. Five genes from this cluster (CKAP5, KPNB1, RAN, TPX2, and KIF11) were evaluated in more detail and have been shown to be essential for tumor cell survival in both tumor types, but most particularly in HNSCC. Phenotypes that were observed following siRNA-mediated knockdown of KIF11 (kinesin family member 11) were reproduced by inhibition of KIF11 using the small-molecule inhibitor ispinesib (SB-715992). We showed that ispinesib induces a G2 arrest, causes aberrant chromosome segregation, and induces cell death in HNSCC in vitro, whereas primary keratinocytes are less sensitive. Furthermore, growth of HNSCC cells engrafted in immunodeficient mice was significantly inhibited after ispinesib treatment.This study identified a wide array of druggable genes for both lung and head and neck cancer. In particular, multiple genes involved in the G2-M checkpoint were shown to be essential for tumor cell survival, indicating their potential as anticancer targets.
DOI: 10.1016/j.radonc.2014.09.005
2014
Cited 70 times
Externally validated HPV-based prognostic nomogram for oropharyngeal carcinoma patients yields more accurate predictions than TNM staging
Due to the established role of the human papillomavirus (HPV), the optimal treatment for oropharyngeal carcinoma is currently under debate. We evaluated the most important determinants of treatment outcome to develop a multifactorial predictive model that could provide individualized predictions of treatment outcome in oropharyngeal carcinoma patients.We analyzed the association between clinico-pathological factors and overall and progression-free survival in 168 OPSCC patients treated with curative radiotherapy or concurrent chemo-radiation. A multivariate model was validated in an external dataset of 189 patients and compared to the TNM staging system. This nomogram will be made publicly available at www.predictcancer.org.Predictors of unfavorable outcomes were negative HPV-status, moderate to severe comorbidity, T3-T4 classification, N2b-N3 stage, male gender, lower hemoglobin levels and smoking history of more than 30 pack years. Prediction of overall survival using the multi-parameter model yielded a C-index of 0.82 (95% CI, 0.76-0.88). Validation in an independent dataset yielded a C-index of 0.73 (95% CI, 0.66-0.79. For progression-free survival, the model's C-index was 0.80 (95% CI, 0.76-0.88), with a validation C-index of 0.67, (95% CI, 0.59-0.74). Stratification of model estimated probabilities showed statistically different prognosis groups in both datasets (p<0.001).This nomogram was superior to TNM classification or HPV status alone in an independent validation dataset for prediction of overall and progression-free survival in OPSCC patients, assigning patients to distinct prognosis groups. These individualized predictions could be used to stratify patients for treatment de-escalation trials.
DOI: 10.1016/j.oraloncology.2011.07.025
2011
Cited 70 times
Prognostic value of DNA ploidy status in patients with oral leukoplakia
Oral leukoplakia is a potentially malignant disorder that will develop into oral cancer at an estimated rate of 1-2% per year. Aim of the present study is to assess the possible predictive value of DNA ploidy for malignant progression of oral leukoplakia. A cohort of 62 leukoplakia patients was studied and their biopsy was examined with standard histopathology and DNA image cytometry. Cox regression analysis was performed to establish the relationship between progression-free survival and the DNA ploidy status. During the follow-up time (median of 69 months) 13 patients developed an oral squamous cell carcinoma (OSCC). DNA aneuploidy was observed in 27 (44%) patients and was significantly associated with a shorter progression-free survival [Hazard ratio of 3.7, 95% confidence intervals (CI) of 1.1 and 13.0 and a p-value of 0.04]. Sensitivity and specificity scores were 54% and 60%, respectively. Aneuploidy was not correlated with dysplasia grading (chi-square analysis). DNA aneuploidy in oral leukoplakia is associated with an increased risk of progression to OSCC. However, for the individual leukoplakia patient, DNA ploidy status as single biomarker has limited value to predict progression to cancer.
DOI: 10.1016/j.oraloncology.2012.08.006
2013
Cited 67 times
Outcome of patients with early stage oral cancer managed by an observation strategy towards the N0 neck using ultrasound guided fine needle aspiration cytology: No survival difference as compared to elective neck dissection
Management of the clinically N0 neck in oral cancer patients remains controversial. We describe the outcome of patients with T1–T2 oral cancer and N0 neck based on ultrasound guided fine needle aspiration cytology (USgFNAC) who were treated by transoral excision and followed by a ‘wait and scan’ policy (W&S). This retrospective analysis included 285 consecutive patients of whom 234 were followed by W&S and 51 underwent elective neck dissection (END). Survival rates were compared between groups and correction for confounding factors was performed. Of W&S patients, the 5-year disease-specific (DSS) and overall survival (OS) were 94.2% and 81.6% respectively. During follow-up 72.2% remained free of lymph node metastases and 27.8% developed delayed metastases. W&S patients with delayed metastases had a 5-year DSS and OS of 80.0% and 62.8%, respectively. In patients with positive END these rates were 81.3% and 64.2%, respectively. Between the groups, survival rates were not significantly different. Of the W&S patients with delayed metastases, 90.6% needed adjuvant radiotherapy versus 55.0% of patients with positive END. With regard to survival, in patients with early stage oral cancer and cN0 neck a ‘wait and scan’ policy using strict USgFNAC surveillance is justified as survival is not negatively influenced. Using a ‘wait and scan’ follow-up strategy instead of elective neck treatment, unnecessary neck dissection and its accompanying morbidity can be avoided in 72.2% of patients. However, for the small proportion of patients with delayed metastases, more extensive treatment with adjuvant radiotherapy is needed.
DOI: 10.1016/j.oraloncology.2013.09.005
2013
Cited 62 times
Molecular screening of oral precancer
Early detection and treatment of high risk premalignant mucosal changes of the oral cavity, will expectedly improve survival and reduce treatment-related morbidity. Aims of this study were to evaluate a non-invasive screening approach and to assess the value of molecular markers to identify patients at risk for oral cancer. Exfoliated cells and biopsies were obtained from oral leukoplakia lesions of 43 patients, of whom six developed oral cancer. All samples were investigated for loss of heterozygosity (LOH) at chromosomes 3p, 9p, 11q and 17p using microsatellite markers. On the biopsy specimen additional immunohistochemical staining for p53, TP53 mutation analysis and histopathological grading were performed. The analytical sensitivity of the non-invasive assay using exfoliated cells to detect genetic changes present in the lesions was 45% (9 of 20), the specificity was 100% (19 of 19), and the positive predictive value was also 100% (9 of 9). LOH was present in 20 of 39 (51%) of the biopsies with uniformly LOH at 9p. Mutated TP53 and LOH at 9p in the biopsy, as single markers and in combination, were significant risk factors for malignant progression of leukoplakia to oral cancer (Kaplan–Meier analysis, p < 0.05). A non-invasive genetic screening approach using LOH in exfoliated cells has limited value for monitoring patients with leukoplakia. However, LOH at 9p, but also mutated TP53 in biopsies of oral leukoplakia have a significant association with malignant transformation and are promising candidate biomarkers to predict the risk for malignant progression.
DOI: 10.1093/bioinformatics/bty1055
2018
Cited 55 times
ACE: absolute copy number estimation from low-coverage whole-genome sequencing data
Abstract Summary Chromosomal copy number aberrations can be efficiently detected and quantified using low-coverage whole-genome sequencing, but analysis is hampered by the lack of knowledge on absolute DNA copy numbers and tumor purity. Here, we describe an analytical tool for Absolute Copy number Estimation, ACE, which scales relative copy number signals from chromosomal segments to optimally fit absolute copy numbers, without the need for additional genetic information, such as SNP data. In doing so, ACE derives an estimate of tumor purity as well. ACE facilitates analysis of large numbers of samples, while maintaining the flexibility to customize models and generate output of single samples. Availability and implementation ACE is freely available via www.bioconductor.org and at www.github.com/tgac-vumc/ACE. Supplementary information Supplementary data are available at Bioinformatics online.
DOI: 10.1038/s41598-020-61297-4
2020
Cited 52 times
Privacy-preserving distributed learning of radiomics to predict overall survival and HPV status in head and neck cancer
A major challenge in radiomics is assembling data from multiple centers. Sharing data between hospitals is restricted by legal and ethical regulations. Distributed learning is a technique, enabling training models on multicenter data without data leaving the hospitals ("privacy-preserving" distributed learning). This study tested feasibility of distributed learning of radiomics data for prediction of two year overall survival and HPV status in head and neck cancer (HNC) patients. Pretreatment CT images were collected from 1174 HNC patients in 6 different cohorts. 981 radiomic features were extracted using Z-Rad software implementation. Hierarchical clustering was performed to preselect features. Classification was done using logistic regression. In the validation dataset, the receiver operating characteristics (ROC) were compared between the models trained in the centralized and distributed manner. No difference in ROC was observed with respect to feature selection. The logistic regression coefficients were identical between the methods (absolute difference <10-7). In comparison of the full workflow (feature selection and classification), no significant difference in ROC was found between centralized and distributed models for both studied endpoints (DeLong p > 0.05). In conclusion, both feature selection and classification are feasible in a distributed manner using radiomics data, which opens new possibility for training more reliable radiomics models.
DOI: 10.1038/s41389-019-0147-x
2019
Cited 51 times
Targeting the cell cycle in head and neck cancer by Chk1 inhibition: a novel concept of bimodal cell death
Abstract Head and neck squamous cell carcinomas (HNSCCs) coincide with poor survival rates. The lack of driver oncogenes complicates the development of targeted treatments for HNSCC. Here, we follow-up on two previous genome-wide RNA and microRNA interference screens in HNSCC to cross-examine tumor-specific lethality by targeting ATM , ATR , CHEK1 , or CHEK2 . Our results uncover CHEK1 as the most promising target for HNSCC. CHEK1 expression is essential across a panel of HNSCC cell lines but redundant for growth and survival of untransformed oral keratinocytes and fibroblasts. LY2603618 (Rabusertib), which specifically targets Chk1 kinase, kills HNSCC cells effectively and specifically. Our findings show that HNSCC cells depend on Chk1-mediated signaling to progress through S-phase successfully. Chk1 inhibition coincides with stalled DNA replication, replication fork collapses, and accumulation of DNA damage. We further show that Chk1 inhibition leads to bimodal HNSCC cell killing. In the most sensitive cell lines, apoptosis is induced in S-phase, whereas more resistant cell lines manage to bypass replication-associated apoptosis, but accumulate chromosomal breaks that become lethal in subsequent mitosis. Interestingly, CDK1 expression correlates with treatment outcome. Moreover, sensitivity to Chk1 inhibition requires functional CDK1 and CDK4/6 to drive cell cycle progression, arguing against combining Chk1 inhibitors with CDK inhibitors. In contrast, Wee1 inhibitor Adavosertib progresses the cell cycle and thereby increases lethality to Chk1 inhibition in HNSCC cell lines. We conclude that Chk1 has become a key molecule in HNSCC cell cycle regulation and a very promising therapeutic target. Chk1 inhibition leads to S-phase apoptosis or death in mitosis. We provide a potential efficacy biomarker and combination therapy to follow-up in clinical setting.
DOI: 10.1007/s00330-020-06962-y
2020
Cited 50 times
Outcome prediction of head and neck squamous cell carcinoma by MRI radiomic signatures
Abstract Objectives Head and neck squamous cell carcinoma (HNSCC) shows a remarkable heterogeneity between tumors, which may be captured by a variety of quantitative features extracted from diagnostic images, termed radiomics. The aim of this study was to develop and validate MRI-based radiomic prognostic models in oral and oropharyngeal cancer. Materials and Methods Native T1-weighted images of four independent, retrospective (2005–2013), patient cohorts ( n = 102, n = 76, n = 89, and n = 56) were used to delineate primary tumors, and to extract 545 quantitative features from. Subsequently, redundancy filtering and factor analysis were performed to handle collinearity in the data. Next, radiomic prognostic models were trained and validated to predict overall survival (OS) and relapse-free survival (RFS). Radiomic features were compared to and combined with prognostic models based on standard clinical parameters. Performance was assessed by integrated area under the curve (iAUC). Results In oral cancer, the radiomic model showed an iAUC of 0.69 (OS) and 0.70 (RFS) in the validation cohort, whereas the iAUC in the oropharyngeal cancer validation cohort was 0.71 (OS) and 0.74 (RFS). By integration of radiomic and clinical variables, the most accurate models were defined (iAUC oral cavity, 0.72 (OS) and 0.74 (RFS); iAUC oropharynx, 0.81 (OS) and 0.78 (RFS)), and these combined models outperformed prognostic models based on standard clinical variables only ( p &lt; 0.001). Conclusions MRI radiomics is feasible in HNSCC despite the known variability in MRI vendors and acquisition protocols, and radiomic features added information to prognostic models based on clinical parameters. Key Points • MRI radiomics can predict overall survival and relapse-free survival in oral and HPV-negative oropharyngeal cancer. • MRI radiomics provides additional prognostic information to known clinical variables, with the best performance of the combined models. • Variation in MRI vendors and acquisition protocols did not influence performance of radiomic prognostic models.
DOI: 10.1002/ijc.33514
2021
Cited 36 times
The unveiled reality of human papillomavirus as risk factor for oral cavity squamous cell carcinoma
Abstract The prognostic impact of human papillomavirus (HPV) in oropharyngeal cancer is generally acknowledged, and HPV‐status is assessed routinely in clinical practice. Paradoxically, while the oral cavity seems the predilection site for productive HPV‐infections, figures on HPV‐attribution in oral cavity squamous cell carcinoma (OCSCC) differ widely, and prognostic impact is uncertain. Major obstacles are the lack of reproducible assays to detect HPV in nonoropharyngeal cancers, the relatively small cohorts studied and consequently the shortfall of convincing data. In our study, we used a validated, nucleic acid‐based workflow to assess HPV‐prevalence in a consecutive cohort of 1016 OCSCCs, and investigated its prognostic impact. In parallel, we analyzed p16‐immunohistochemistry (p16‐IHC) as surrogate marker for transforming HPV‐infection and independent prognosticator. All OCSCC‐patients diagnosed between 2008 and 2014 at two Dutch university medical centers were included (N = 1069). Formalin‐fixed, paraffin‐embedded (FFPE)‐samples of 1016 OCSCCs could be retrieved. Punch biopsies were taken from the tumor area in the FFPE‐blocks and tested for HPV. P16‐IHC was performed on 580 OCSCCs, including all HPV‐positive tumors. From 940 samples (92.5%), nucleic acids were of sufficient quality for HPV‐testing. In total, 21 (2.2%) OCSCCs were HPV DNA‐positive. All HPV DNA‐positive tumors were E6 mRNA‐positive and considered as true HPV‐positive. There was no difference in survival between HPV‐positive and HPV‐negative OCSCCs. In total, 46 of 580 (7.9%) OCSCCs were p16‐immunopositive, including all HPV‐positive tumors. Survival was comparable in p16‐positive and p16‐negative OCSCCs. To conclude, HPV‐prevalence is very low in OCSCC and neither HPV‐status nor p16‐status affects outcome. Based on these data, determining HPV‐status in OCSCC seems irrelevant for clinical management.
DOI: 10.3390/cancers14071815
2022
Cited 20 times
Unmet Needs and Perspectives in Oral Cancer Prevention
Oral potentially malignant disorders (OPMD) may precede oral squamous cell carcinoma (OSCC). Reported rates of malignant transformation of OPMD range from 3 to 50%. While some clinical, histological, and molecular factors have been associated with a high-risk OPMD, they are, to date, insufficiently accurate for treatment decision-making. Moreover, this range highlights differences in the clinical definition of OPMD, variation in follow-up periods, and molecular and biological heterogeneity of OPMD. Finally, while treatment of OPMD may improve outcome, standard therapy has been shown to be ineffective to prevent OSCC development in patients with OPMD. In this perspective paper, several experts discuss the main challenges in oral cancer prevention, in particular the need to (i) to define an OPMD classification system by integrating new pathological and molecular characteristics, aiming (ii) to better identify OPMD at high risk of malignant transformation, and (iii) to develop treatment strategies to eradicate OPMD or prevent malignant transformation.
DOI: 10.1016/j.semcancer.2004.08.004
2005
Cited 87 times
Expanding fields of genetically altered cells in head and neck squamous carcinogenesis
Recent molecular pathology studies in head and neck cancer support a carcinogenesis model in which the development of a field with genetically altered cells plays a central role. This preneoplastic field is of monoclonal origin and expands non-invasively superseding normal epithelium. Clonal divergence and selection within the field ultimately leads to the development of cancer. These fields can be large (over 7 cm diameter) and are often not visible for the surgeon explaining that they may remain after resection of the primary tumor. When not removed, a field is an important risk factor for secondary cancer.
DOI: 10.1093/hmg/3.2.279
1994
Cited 82 times
Activation of the ΓE-crystallin pseudogene in the human hereditary Coppock-like cataract
The locus for the hereditary human Coppock-like cataract (CCL) is closely linked to a particular combination of polymorphic TaqI sites within the human gamma-crystallin gene cluster. Mapping of these sites shows that they define a 15 kb region encompassing the gamma D and psi gamma E gene. The gamma D and the psi gamma E gene were cloned from the CCL chromosome and characterized. The gamma D gene was functionally equivalent to its allele cloned from a wild-type chromosome. The CCL psi gamma E gene contains a cluster of sequence changes within and around its TATA box. Together these cause a ten-fold increase in the activity of the psi gamma E promoter, raising the level of expression of this gene to 30% of that of the gamma D gene. The predicted protein product of the psi gamma E gene is a 6 kD N-terminal gamma-crystallin fragment. Reactivation of the psi gamma E gene and concomitant overexpression of the gamma-crystallin fragment could be the cause of the Coppock-like cataract.
DOI: 10.1158/0008-5472.can-04-3665
2005
Cited 79 times
Generation and Molecular Characterization of Head and Neck Squamous Cell Lines of Fanconi Anemia Patients
Patients with Fanconi anemia (FA) are prone to develop malignancies at an early age. Besides hematologic malignancies, squamous cell carcinomas in the anogenital region and head and neck are also frequently found in these patients. The aim of this study was to generate a panel of head and neck squamous cell carcinoma (HNSCC) cell lines and xenografts of FA HNSCC, and to characterize these cell lines in comparison with a panel of seven cell lines from patients with sporadic HNSCC. Analyses have been done on sensitivity to DNA cross-linking agents, loss of heterozygosity profile, TP53 mutations, TP53 polymorphisms and the presence of human papillomavirus. Four FA HNSCC cell lines were established. Sensitivity to DNA cross-linking agents (cisplatin) in the FA HNSCC cell lines was on average 10 times higher as compared with the sporadic HNSCC cell lines. Human papillomavirus was not detected in any of the FA or sporadic cell lines. No differences were found in loss of heterozygosity pattern, TP53 mutation frequency and TP53 polymorphism between FA and sporadic HNSCC cell lines. This is the first report on the generation of squamous cell lines of FA patients. The FA HNSCC cell lines we have generated may be utilized for future studies and might aid in the development of new preventive therapies for FA patients. The genetic characteristics of these cell lines suggest that FA HNSCC are not very different from sporadic HNSCC, except for the sensitivity to cisplatin which is consistent with the known cellular FA phenotype.
DOI: 10.1016/j.ejca.2009.08.018
2009
Cited 75 times
Human papilloma virus in head and neck cancer: The need for a standardised assay to assess the full clinical importance
Recent studies have revealed an important and intriguing role for human papillomavirus (HPV) in head and neck squamous cell carcinoma (HNSCC). There are indications that the prevalence of HPV-positive HNSCC has recently increased, and genetic analyses point to a completely distinct class of HNSCCs. Most studies suggest that patients with this type of tumour have a better prognosis and some argue that an adjusted therapeutic approach is needed. One crucial point in the research of HNSCC-HPV involvement has often been neglected, which is the lack of a standardised assay to detect HPV. This has resulted in a considerable variation in the frequency of HPV-positive tumours between studies reported thus far. Especially for PCR-based tests, the risk exists that the assay is too sensitive and detects virus without implying a causal involvement in HNSCC. A reliable algorithm to detect a clinically relevant HPV infection in formalin-fixed paraffin embedded tissue has recently become available. Here, we address important biological and analytical aspects of HPV involved in the development of HNSCC and it is emphasised that a standardised HPV assay is a prerequisite for assessing the clinical importance of a HPV infection in HNSCC.
DOI: 10.1016/j.jprot.2010.01.013
2010
Cited 75 times
Protein biomarker discovery for head and neck cancer
Squamous cell carcinoma of the head and neck (HNSCC) is the sixth most common cancer worldwide. Despite improvements in diagnosis and treatment, the five-year-survival rate of advanced HNSCC has only moderately increased, which is largely due to the high proportion of patients that present with advanced disease stage and the frequent development of relapse and second primary tumors. Protein biomarkers allowing early detection of primary HNSCC or relapse may aid to improve clinical outcome. Screening for precursor changes in the mucosal linings preceding the development of invasive tumors and for accurate prediction of risk of malignant transformation, may be propitious opportunities, which are as yet difficult. This review summarizes recent results in HNSCC proteomics for biomarker research. Despite the wide diversity of experimental designs, a few common markers have been detected. Although some of these potential biomarkers are very promising, they still have to be further clinically validated. Finally, treatment of advanced cancers of several sites within the head and neck has shifted significantly during the last decade, and also, targeted drugs have entered the clinic. This has major consequences for the research questions in HNSCC research and accordingly for the future direction of proteome research in HNSCC biomarker discovery.
DOI: 10.1158/1078-0432.ccr-09-2134
2009
Cited 64 times
Differential Proteomics Identifies Protein Biomarkers That Predict Local Relapse of Head and Neck Squamous Cell Carcinomas
Abstract Purpose: The 5-year survival rates of head and neck squamous cell carcinomas (HNSCC) remain disappointing. HNSCCs develop in precursor fields of genetically altered cells that are often not completely resected when the tumor is excised, causing local relapse. These precursor fields are mostly recognized as dysplasia, but histologic grading cannot reliably predict malignant transformation. Our aim was to discover and validate protein biomarkers that can detect precursor fields and predict local relapse in HNSCC using immunostaining of surgical margins. Experimental Design: We compared paired and genetically characterized normal, precursor, and tumor tissues of eight patients by proteome analysis to identify differentially expressed proteins. The prognostic value of candidate protein biomarkers was evaluated by immunohistochemical analysis of 222 surgical margins of 46 HNSCC patients who developed local relapse or remained disease free. Significant associations were determined by Kaplan-Meier survival analysis and Cox-proportional hazards models. Results: Forty proteins showed significant differential expression (false discovery rate–corrected P &amp;lt; 0.05). Most discriminative markers suited for immunostaining were keratin 4 and cornulin. Low expression in the surgical margins of keratin 4 (hazard ratio, 3.8; P = 0.002), cornulin (hazard ratio, 2.7; P = 0.025), and their combination (hazard ratio, 8.8; P = 0.0005) showed a highly significant association with the development of local relapse. Dysplasia grading had no prognostic relevance. Conclusions: Immunohistochemical assessment of keratin 4 and cornulin expression in surgical margins of HNSCC patients outperforms histopathologic grading in predicting the risk for local relapse. These markers can be used to initiate more frequent and lifelong surveillance of patients at high risk of local relapse, and enable selection for adjuvant treatment or tertiary prevention trials. (Clin Cancer Res 2009;15(24):7666–75)
DOI: 10.1186/1755-8794-2-32
2009
Cited 63 times
Genomic profiling identifies common HPV-associated chromosomal alterations in squamous cell carcinomas of cervix and head and neck
It is well known that a persistent infection with high-risk human papillomavirus (hrHPV) is causally involved in the development of squamous cell carcinomas of the uterine cervix (CxSCCs) and a subset of SCCs of the head and neck (HNSCCs). The latter differ from hrHPV-negative HNSCCs at the clinical and molecular level.To determine whether hrHPV-associated SCCs arising from different organs have specific chromosomal alterations in common, we compared genome-wide chromosomal profiles of 10 CxSCCs (all hrHPV-positive) with 12 hrHPV-positive HNSCCs and 30 hrHPV-negative HNSCCs. Potential organ-specific alterations and alterations shared by SCCs in general were investigated as well.Unsupervised hierarchical clustering resulted in one mainly hrHPV-positive and one mainly hrHPV-negative cluster. Interestingly, loss at 13q and gain at 20q were frequent in HPV-positive carcinomas of both origins, but uncommon in hrHPV-negative HNSCCs, indicating that these alterations are associated with hrHPV-mediated carcinogenesis. Within the group of hrHPV-positive carcinomas, HNSCCs more frequently showed gains of multiple regions at 8q whereas CxSCCs more often showed loss at 17p. Finally, gains at 3q24-29 and losses at 11q22.3-25 were frequent (>50%) in all sample groups.In this study hrHPV-specific, organ-specific, and pan-SCC chromosomal alterations were identified. The existence of hrHPV-specific alterations in SCCs of different anatomical origin, suggests that these alterations are crucial for hrHPV-mediated carcinogenesis.
DOI: 10.1016/j.oraloncology.2013.03.446
2013
Cited 61 times
Treatment response of HPV-positive and HPV-negative head and neck squamous cell carcinoma cell lines
Infection with the human papillomavirus (HPV) is an important risk factor for development of head and neck squamous cell carcinoma (HNSCC). Strikingly, HPV-positive HNSCCs have a more favorable prognosis than their HPV-negative counterparts. The current study was designed to explain this favorable prognosis of HPV-positive HNSCC. This was performed by investigating the response of four HPV-positive and fourteen HPV-negative HNSCC cell lines to cisplatin, cetuximab and radiation. Analysis of the responses of this cell line panel indicated that HPV-positive cells are more resistant to cisplatin treatment than the HPV-negative HNSCCs, whereas the response to radiation and cetuximab did not differ. The current study suggests that the favorable prognosis for patients with HPV-positive HNSCC does not seem to be related to an intrinsic sensitivity of these tumor cells to chemotherapy or radiation in vitro.
DOI: 10.1016/s1470-2045(12)70395-9
2012
Cited 53 times
Novel diagnostic modalities for assessment of the clinically node-negative neck in oral squamous-cell carcinoma
Oral squamous-cell carcinomas arise in mucosal linings of the oral cavity and frequently metastasise to regional lymph nodes in the neck. The presence of nodal metastases is a determinant of prognosis and clinical management. The neck is staged by palpation and imaging, but accuracy of these techniques to detect small metastases is low. In general, 30-40% of patients will have occult nodal disease and will develop clinically detectable lymph-node metastases when the neck is left untreated. The choice at present is either elective treatment or careful observation followed by treatment of the neck in patients who develop manifest metastases. These unsatisfying therapeutic options have been the subject of debate for decades. Recent developments in staging of the neck, including expression profiling and sentinel lymph-node biopsy, will allow more personalised management of the neck.
DOI: 10.1200/jco.2011.38.8819
2012
Cited 52 times
Circulating Invariant Natural Killer T-Cell Numbers Predict Outcome in Head and Neck Squamous Cell Carcinoma: Updated Analysis With 10-Year Follow-Up
DOI: 10.1016/j.scr.2013.02.004
2013
Cited 48 times
CD98 marks a subpopulation of head and neck squamous cell carcinoma cells with stem cell properties
Patients with advanced head and neck squamous cell carcinomas (HNSCCs) are often treated with concomitant chemotherapy and radiotherapy, but only 50% is cured. A possible explanation for treatment failure is therapy resistance of the cancer stem cells (CSCs). The application of compounds specifically targeting these CSCs, in addition to routinely used therapeutics, would likely improve clinical outcome. We demonstrate that the previously described monoclonal antibody K984 recognizes the CD98 cell surface protein, which is specifically expressed by cells forming the squamous basal cell layer, the region where the squamous stem cells reside. Moreover, CD98 is highly resistant to the proteolytic enzymes required for CSC enrichment procedures. We show that CD98high cells, in contrast to CD98low cells, are able to generate tumors in immunodeficient mice, indicating that CD98high cells have stem cell characteristics. Furthermore, the CD98high subpopulation expresses high levels of cell cycle control and DNA repair genes, while the CD98low fraction shows expression patterns that represent the more differentiated cells forming the bulk of the tumor. CD98 is a promising CSC enrichment marker in HNSCC. Our data support the CSC concept in head and neck cancer and the potential relevance of these cells for treatment outcome.
DOI: 10.1038/ncomms9399
2015
Cited 48 times
Defective sister chromatid cohesion is synthetically lethal with impaired APC/C function
Warsaw breakage syndrome (WABS) is caused by defective DDX11, a DNA helicase that is essential for chromatid cohesion. Here, a paired genome-wide siRNA screen in patient-derived cell lines reveals that WABS cells do not tolerate partial depletion of individual APC/C subunits or the spindle checkpoint inhibitor p31(comet). A combination of reduced cohesion and impaired APC/C function also leads to fatal mitotic arrest in diploid RPE1 cells. Moreover, WABS cell lines, and several cancer cell lines with cohesion defects, display a highly increased response to a new cell-permeable APC/C inhibitor, apcin, but not to the spindle poison paclitaxel. Synthetic lethality of APC/C inhibition and cohesion defects strictly depends on a functional mitotic spindle checkpoint as well as on intact microtubule pulling forces. This indicates that the underlying mechanism involves cohesion fatigue in response to mitotic delay, leading to spindle checkpoint re-activation and lethal mitotic arrest. Our results point to APC/C inhibitors as promising therapeutic agents targeting cohesion-defective cancers.
DOI: 10.1016/j.canep.2014.11.003
2015
Cited 43 times
Prevalence of human papillomavirus in laryngeal and hypopharyngeal squamous cell carcinomas in northern Spain
Recent studies support a role for human papillomavirus (HPV) in oropharyngeal squamous cell carcinomas (SCCs); however, the significance of HPV in non-oropharyngeal head and neck cancers is uncertain. The aim of this study was to determine the prevalence of HPV in a large cohort of laryngeal and hypopharyngeal SCCs in northern Spain.Clinical records and paraffin-embedded tumor specimens of 124 consecutive patients surgically treated for laryngeal (62 cases) and hypopharyngeal (62 cases) SCCs between 2002 and 2007 were retrieved. All cases were histologically evaluated, and presence of HPV was assessed by p16-immunohistochemistry followed by GP5+/6+-PCR-based DNA detection. Samples positive in both assays were subjected to HPV genotyping and HPV E6 transcript analysis.Seventeen cases (14%) were positive for p16 immunostaining, of which 2 (1 larynx, 1 hypopharynx, 1.6% of total series) were found positive for HPV DNA by subsequent GP5+6+-PCR. Both SCCs contained HPV type 16 and showed HPV16 E6 mRNA expression.HPV is only occasionally involved in laryngeal and hypopharyngeal SCC patients in northern Spain.
DOI: 10.1186/s12885-019-5866-z
2019
Cited 40 times
Advancing interdisciplinary research in head and neck cancer through a multicenter longitudinal prospective cohort study: the NETherlands QUality of life and BIomedical Cohort (NET-QUBIC) data warehouse and biobank
Worldwide, over 500,000 people are diagnosed with head and neck cancer each year, a disease with major impact on life expectancy and quality of life. The purpose of the Netherlands Quality of life and Biomedical Cohort study (NET-QUBIC) is to advance interdisciplinary research that aims to optimize diagnosis, treatment, and supportive care for head and neck cancer patients and their informal caregivers.Using an extensive assessment protocol (electronic clinical record form, patient reported outcome measures and fieldwork (interviews and physical tests)), clinical data and data on quality of life, demographic and personal factors, psychosocial (depression, anxiety, fatigue, pain, sleep, mental adjustment to cancer, posttraumatic stress), physical (speech, swallowing, oral function, malnutrition, physical fitness, neurocognitive function, sexual function), lifestyle (physical activity, nutrition, smoking, alcohol, drugs), and social factors (social function, social support, work, health care use, and costs) are collected and stored in the data warehouse. A longitudinal biobank is built with tumor tissue, blood and blood components, saliva samples, and oral rinses. An infrastructure for fieldwork and laboratory protocols is established at all participating centers. All patients fill out patient reported outcome measures before treatment and at 3, 6, 12, 24, 36, 48, and 60 months follow-up. The interviews, physical tests and biological sample collection are at baseline and 6, 12, and 24 months follow-up. The protocol for caregivers includes blood sampling and oral rinses at baseline and a tailored list of questionnaires, administered at the same time points as the patients. In total, 739 HNC patients and 262 informal caregivers have been included in 5 out of the 8 HNC centers in the Netherlands.By granting access to researchers to the NET-QUBIC data warehouse and biobank, we enable new research lines in clinical (e.g. treatment optimization in elderly patients), biological (e.g. liquid biopsy analysis for relapse detection), health related quality of life (e.g. the impact of toxicity on quality of life), and interrelated research (e.g. health related quality of life in relation to biomarkers and survival).
DOI: 10.1016/j.oraloncology.2020.105014
2020
Cited 35 times
Annual malignant transformation rate of oral leukoplakia remains consistent: A long-term follow-up study
Numerous clinical and histopathological characteristics have been associated with malignant transformation (MT) of oral leukoplakia (OL), including classic and differentiated epithelial dysplasia, but MT predictions remain suboptimal. The objective of this study was to determine the annual MT rate of OL and to identify clinicopathological risk factors associated with MT. 170 patients with OL were included in this retrospective cohort study, 117 females and 53 males. Follow-up ranged from 12 to 219 months (median 54). The analyzed variables included age, gender, smoking habits, clinical presentation, subsite, size and treatment. In a subgroup of 140 patients, histopathological diagnoses were reviewed with regard to the presence of dysplasia, discerning both classic dysplasia and differentiated dysplasia. MT occurred in 23% of the patients, resulting in an annual MT rate of 4.9% (95% CI: 3.5 – 6.6) which remained consistent. High-risk subsite (tongue and floor of mouth) was the only clinical predictor for MT (Hazard Ratio = 2.7, 95% CI: 1.3 – 5.5, p = 0.007). In 140 patients, classic dysplasia (Hazard Ratio = 7.2, 95% CI: 1.6 – 33.1, p = 0.012) and differentiated dysplasia (Hazard Ratio = 6.6, 95% CI: 1.2 – 25.4, p = 0.026) were predictors for MT. Binary grading between dysplasia and no dysplasia was significant for predicting MT (Hazard Ratio = 6.4, 95% CI: 1.5 – 27.5, p = 0.013). Since annual MT rate of OL remains stable during follow-up, regular long-term or even life-long follow-up is advocated. Specific oral subsites and epithelial dysplasia are predictors for MT of OL.
DOI: 10.1371/journal.pone.0232639
2020
Cited 31 times
Computed tomography-derived radiomic signature of head and neck squamous cell carcinoma (peri)tumoral tissue for the prediction of locoregional recurrence and distant metastasis after concurrent chemo-radiotherapy
Introduction In this study, we investigate the role of radiomics for prediction of overall survival (OS), locoregional recurrence (LRR) and distant metastases (DM) in stage III and IV HNSCC patients treated by chemoradiotherapy. We hypothesize that radiomic analysis of (peri-)tumoral tissue may detect invasion of surrounding tissues indicating a higher chance of locoregional recurrence and distant metastasis. Methods Two comprehensive data sources were used: the Dutch Cancer Society Database (Alp 7072, DESIGN) and “Big Data To Decide” (BD2Decide). The gross tumor volumes (GTV) were delineated on contrast-enhanced CT. Radiomic features were extracted using the RadiomiX Discovery Toolbox (OncoRadiomics, Liege, Belgium). Clinical patient features such as age, gender, performance status etc. were collected. Two machine learning methods were chosen for their ability to handle censored data: Cox proportional hazards regression and random survival forest (RSF). Multivariable clinical and radiomic Cox/ RSF models were generated based on significance in univariable cox regression/ RSF analyses on the held out data in the training dataset. Features were selected according to a decreasing hazard ratio for Cox and relative importance for RSF. Results A total of 444 patients with radiotherapy planning CT-scans were included in this study: 301 head and neck squamous cell carcinoma (HNSCC) patients in the training cohort (DESIGN) and 143 patients in the validation cohort (BD2DECIDE). We found that the highest performing model was a clinical model that was able to predict distant metastasis in oropharyngeal cancer cases with an external validation C-index of 0.74 and 0.65 with the RSF and Cox models respectively. Peritumoral radiomics based prediction models performed poorly in the external validation, with C-index values ranging from 0.32 to 0.61 utilizing both feature selection and model generation methods. Conclusion Our results suggest that radiomic features from the peritumoral regions are not useful for the prediction of time to OS, LR and DM.
DOI: 10.3390/cancers13112635
2021
Cited 25 times
Resection Margins in Head and Neck Cancer Surgery: An Update of Residual Disease and Field Cancerization
Surgery is one of the mainstays of head and neck cancer treatment, and aims at radical resection of the tumor with 1 cm tumor-free margins to obtain locoregional control. Surgical margins are evaluated by histopathological examination of the resection specimen. It has been long an enigma that approximately 10–30% of surgically treated head and neck cancer patients develop locoregional recurrences even though the resection margins were microscopically tumor-free. However, the origins of these recurrences have been elucidated by a variety of molecular studies. Recurrences arise either from minimal residual disease, cancer cells in the surgical margins that escape detection by the pathologist when examining the specimen, or from precancerous mucosal changes that may remain unnoticed. Head and neck tumors develop in mucosal precursor changes that are sometimes visible but mostly not, fueling research into imaging modalities such as autofluorescence, to improve visualization. Mostly unnoticed, these precancerous changes may stay behind when the tumor is resected, and subsequent malignant progression will cause a local relapse. This led to a clinical trial of autofluorescence-guided surgery, of which the results were reported in 2020. This review focuses on the most recent literature of the improved diagnosis of the resection margins of surgically treated head and neck cancer patients, the pathobiological origin of recurrent disease, and relevant biomarkers to predict local relapse. Directions for further research will be discussed, including potential options for improved and personalized treatment, based on the most recently published data.
DOI: 10.1016/j.radonc.2022.08.013
2022
Cited 14 times
Disease outcome and associated factors after definitive platinum based chemoradiotherapy for advanced stage HPV-negative head and neck cancer
Definitive concomitant cisplatin-based chemoradiotherapy (CRT) is the current gold standard for most patients with advanced stage head and neck squamous cell carcinoma (HNSCC) of the pharynx and larynx. Since previous meta-analysis on CRT outcomes in HNSCC have been reported, advances have been made in radiotherapy techniques and clinical management, while HPV-status has been identified as a strong confounding prognostic factor in oropharyngeal cancer. Here, we present real-world outcome data from a large multicenter cohort of HPV-negative advanced stage HNSCC treated with CRT using contemporary IMRT-based techniques.Retrospective data were collected from a multicenter cohort of 513 patients treated with definitive concurrent platinum-based CRT with curative intent between January 2009 and August 2017. Only patients with HPV-negative advanced stage (III-IV) HNSCC were included. A prognostic model for outcome was developed based on clinical parameters and compared to TNM.Nearly half of the 513 patients (49%) had an oropharyngeal tumor, often locally advanced (73.3% T3-T4b) and with involvement of the regional lymph nodes (84%). Most patients (84%) received cisplatin as single agent. In total 66% received the planned number of cycles and 75% reached a cumulative cisplatin dose of ≥200 mg/m2. Locoregional control was achieved in 324 (63%) patients during follow-up, and no association with tumor sites was observed (p = 0.48). Overall survival at 5 year follow-up was 47%, with a better survival for laryngeal cancer (p = 0.02) compared to other sites. A model with clinical variables (gender, high pre-treatment weight loss, N2c/N3-stage and <200 mg/m2 dose of cisplatin) provided a noticeably stronger association with overall survival than TNM-staging (C- index 0.68 vs 0.55). Simultaneous Integrated Boosting (SIB) significantly outperformed Sequential Boosting (SEQ) to reduce the development of distant metastasis (SEQ vs SIB: OR 1.91 (1.11-3.26; p = 0.02).Despite advances in clinical management, more than a third of patients with HPV-negative HNSCC do not complete CRT treatment protocols due to cisplatin toxicity. A model that consists of clinical variables and treatment parameters including cisplatin dose provided the strongest association with overall survival. Since cisplatin toxicity is a major obstacle in completing definitive CRT, the development of alternative and less toxic radiosensitizers is therefore warranted to improve treatment results. The association of RT-boost technique with distant metastasis is an important finding and requires further study.
DOI: 10.1186/s40364-023-00494-5
2023
Cited 6 times
MRI-based radiomic prognostic signature for locally advanced oral cavity squamous cell carcinoma: development, testing and comparison with genomic prognostic signatures
. At present, the prognostic prediction in advanced oral cavity squamous cell carcinoma (OCSCC) is based on the tumor-node-metastasis (TNM) staging system, and the most used imaging modality in these patients is magnetic resonance image (MRI). With the aim to improve the prediction, we developed an MRI-based radiomic signature as a prognostic marker for overall survival (OS) in OCSCC patients and compared it with published gene expression signatures for prognosis of OS in head and neck cancer patients, replicated herein on our OCSCC dataset.For each patient, 1072 radiomic features were extracted from T1 and T2-weighted MRI (T1w and T2w). Features selection was performed, and an optimal set of five of them was used to fit a Cox proportional hazard regression model for OS. The radiomic signature was developed on a multi-centric locally advanced OCSCC retrospective dataset (n = 123) and validated on a prospective cohort (n = 108).The performance of the signature was evaluated in terms of C-index (0.68 (IQR 0.66-0.70)), hazard ratio (HR 2.64 (95% CI 1.62-4.31)), and high/low risk group stratification (log-rank p < 0.001, Kaplan-Meier curves). When tested on a multi-centric prospective cohort (n = 108), the signature had a C-index of 0.62 (IQR 0.58-0.64) and outperformed the clinical and pathologic TNM stage and six out of seven gene expression prognostic signatures. In addition, the significant difference of the radiomic signature between stages III and IVa/b in patients receiving surgery suggests a potential association of MRI features with the pathologic stage.Overall, the present study suggests that MRI signatures, containing non-invasive and cost-effective remarkable information, could be exploited as prognostic tools.
DOI: 10.1634/theoncologist.10-7-493
2005
Cited 78 times
Second Field Tumors: A New Opportunity for Cancer Prevention?
Recent molecular genetic studies provide evidence that the majority of, if not all, head and neck squamous cell carcinomas (HNSCCs) develop within a contiguous field of preneoplastic cells. Cells of a field show genetic alterations associated with the process of carcinogenesis. A subclone in a field gives rise to an invasive carcinoma. An important implication of this knowledge is that, after surgery of the initial carcinoma, part of the field may remain in the patient. A field with preneoplastic cells that share genetic alterations with cells of the excised tumor has been detected in the resection margins of at least 25% of patients, indicating that this frequently occurs. Fields can be much larger than the actual carcinoma, sometimes having a diameter >7 cm. When a field remains after resection of the tumor, the risk for another carcinoma, designated as a second field tumor (SFT), is considerably greater. It is important to realize that an SFT develops from preneoplastic cells clonally related to the initial tumor. In this respect, it should be discriminated from a recurrent carcinoma that has developed from minimal residual cancer that was left behind and from a second primary tumor that independently develops from the initial carcinoma. Patients at risk for SFTs belong to a unique patient group for whom intense surveillance is indicated and chemoprevention is an attractive option. The priorities are to identify the patients in whom a remaining field will progress to cancer and to find the genes involved. With this knowledge, highly efficient clinical prevention trials, including those using the local application of therapeutic agents, can be designed. It is important to note that SFTs also may occur after treatment of various other cancers, including those of the bladder, skin, esophagus, lung, cervix, breast, and colon.
DOI: 10.1016/0022-2836(90)90380-5
1990
Cited 71 times
Human γ-crystallin genes
During hominoid evolution the gamma-crystallins of the lens have decreased in quantity as well as complexity, a change correlated with an increased water content of the lens. To trace the molecular basis for the decrease in gamma-crystallin gene expression, we have characterized the structure and expression of the human gamma-crystallin gene family. We show that the human gamma-crystallin gene family consists of six complete genes (gamma A, gamma B, gamma C, gamma D, psi gamma E and psi gamma F) and one second exon fragment, the gamma G gene. Model experiments showed that, although the gamma G sequence is bordered by consensus splice sites, it is most likely transcriptionally inactive in the lens. In the human embryonic lens the gamma C and gamma D genes accounted for 81% of the gamma-crystallin transcripts, the gamma A gene contributed 14% and the gamma B gene only 5%. The composition of the gamma-crystallin mRNA pool changed only after birth, with the gamma D transcript as the only detectable transcript at ten years of age. The relative activities of the gamma A, gamma C and gamma D promoters in a transient expression system were in agreement with the ratio of their in vivo RNA levels, suggesting that the difference in accumulation of these transcripts is due to differences in the rate of transcription. The gamma B promoter was much more active than expected and had lost its tissue-specificity. Model experiments showed that the low yield of the gamma B transcript is due to post-transcriptional processes, most likely RNa instability mediated by third exon sequences. Together with previous data, our results show that the decrease in expression of the gamma-crystallin genes in the human lens is the consequence of gene loss (gamma G), inactivation of coding sequences (psi gamma E and psi gamma F), decrease in rate of transcription (gamma A), increase in rate of RNA turn-over (gamma B) and a delay in the onset of transcription during development.
DOI: 10.1093/nar/19.8.1949
1991
Cited 70 times
Chimeric cDNA clones: a novel PCR artifact
Journal Article Chimeric cDNA clones: a novel PCR artifact Get access Ruud H. Brakenhoff, Ruud H. Brakenhoff Department of Molecular and Cellular Biology, University of NijmegenToernooiveld, 6525 ED Nijmegen, The Netherlands Search for other works by this author on: Oxford Academic PubMed Google Scholar John G.G. Schoenmakers, John G.G. Schoenmakers Department of Molecular and Cellular Biology, University of NijmegenToernooiveld, 6525 ED Nijmegen, The Netherlands Search for other works by this author on: Oxford Academic PubMed Google Scholar Nicolette H. Lubsen Nicolette H. Lubsen * Department of Molecular and Cellular Biology, University of NijmegenToernooiveld, 6525 ED Nijmegen, The Netherlands * To whom correspondence should be addressed Search for other works by this author on: Oxford Academic PubMed Google Scholar Nucleic Acids Research, Volume 19, Issue 8, 25 April 1991, Page 1949, https://doi.org/10.1093/nar/19.8.1949 Published: 25 April 1991 Article history Received: 19 February 1991 Published: 25 April 1991
DOI: 10.1002/ijc.10903
2002
Cited 70 times
Characterization of the human Ly‐6 antigens, the newly annotated member Ly‐6K included, as molecular markers for head‐and‐neck squamous cell carcinoma
The E48 antigen is a successfully explored molecular marker for the diagnosis and therapy of HNSCC. The applicability of E48 as an HNSCC-associated antigen, however, is restricted due to its heterogeneous expression in 30% of tumors; and identification of additional target antigens is therefore desired. E48 belongs to the Ly-6 antigen family, comprising a group of highly homologous, low m.w., GPI-anchored surface proteins, of which some show tissue-restricted expression patterns. To identify novel human HNSCC-associated Ly-6 members with squamous cell-associated expression patterns, we performed comprehensive gene-screening consisting of BLAST searches within GenBank databases, followed by expression analysis. Using this approach, the Ly-6K gene could be annotated as a novel member of the human Ly-6 family. Expression of the human Ly-6 genes E48, Ly-6K, PSCA, GML, RIG-E, G6C and Ly-6H was prescreened by qualitative RT-PCR and subsequently analyzed by quantitative RT-PCR in normal keratinocytes, HNSCC cell lines, normal mucosa, HNSCC tumors as well as normal peripheral blood and bone marrow cells. PSCA was highly expressed in normal mucosa, but 100-fold decreased expression was seen in HNSCC. For Ly-6H, GML and G6C, no or very low expression was observed in keratinocytes and HNSCC. Expression of RIG-E was high in normal and malignant squamous cells and in peripheral blood and bone marrow cells, thus limiting its applicability as an HNSCC-associated marker. In contrast, besides the E48 gene, the Ly-6K gene also appeared to be selectively expressed in HNSCC and normal squamous cells. Moreover, expression of Ly-6K was shown in HNSCC cell lines, in which no E48 expression could be detected. These data justify further evaluation of Ly-6K as potential target antigen for the diagnosis and therapy of HNSCC.
DOI: 10.1038/sj.bjc.6603639
2007
Cited 68 times
Changes in the status of p53 affect drug sensitivity to thymidylate synthase (TS) inhibitors by altering TS levels
Colorectal cancer (CRC) resistance to fluoropyrimidines and other inhibitors of thymidylate synthase (TS) is a serious clinical problem often associated with increased intracellular levels of TS. Since the tumour suppressor gene p53, which is mutated in 50% of CRC, regulates the expression of several genes, it may modulate TS activity, and changes in the status of p53 might be responsible for chemoresistance. Therefore, this study was aimed to investigate TS levels and sensitivity to TS inhibitors in wild-type (wt) and mutant (mt) p53 CRC cells, Lovo and WiDr, respectively, transfected with mt and wt p53. Lovo 175X2 cells (transfected with mt p53) were more resistant to 5-fluorouracil (5-FU; 2-fold), nolatrexed (3-fold), raltitrexed (3-fold) and pemetrexed (10-fold) in comparison with the wt p53 parental cells Lovo 92. Resistance was associated with an increase in TS protein expression and catalytic activity, which might be caused by the loss of the inhibitory effect on the activity of TS promoter or by the lack of TS mRNA degradation, as suggested by the reversal of TS expression to the levels of Lovo 92 cells by adding actinomycin. In contrast, Lovo li cells, characterized by functionally inactive p53, were 3-13-fold more sensitive to nolatrexed, raltitrexed and pemetrexed, and had a lower TS mRNA, protein expression and catalytic activity than Lovo 92. However, MDM-2 expression was significantly higher in Lovo li, while no significant differences were observed in Lovo 175X2 cells with respect to Lovo 92. Finally, mt p53 WiDr transfected with wt p53 were not significantly different from mt p53 WiDr cells with respect to sensitivity to TS inhibitors or TS levels. Altogether, these results indicate that changes in the status of p53, can differently alter sensitivity to TS inhibitors by affecting TS levels, depending on activity or cell line, and might explain the lack of clear correlation between mutations in p53 and clinical outcome after chemotherapy with TS inhibitors.
DOI: 10.1016/j.oraloncology.2009.11.012
2010
Cited 57 times
Evaluation of cornulin, keratin 4, keratin 13 expression and grade of dysplasia for predicting malignant progression of oral leukoplakia
Oral leukoplakia is defined as a white patch in the oral cavity that cannot be diagnosed as any other known disorder. These lesions carry an increased risk of malignant progression, and approximately 2-3% per year do progress to cancer. At present biopsies are histopathologically graded for dysplasia to assess the risk of progression, but this grading is somewhat subjective and of limited use for the individual patient. In a previous study we discovered by a comprehensive proteomics approach that compared to normal mucosa, protein expression of cornulin, keratin 4 and keratin 13 is decreased in tumors and severe dysplasia, preneoplastic tissue with a high risk of malignant progression. Here, we studied whether loss of expression of these proteins can predict malignant transformation of oral leukoplakia. Biopsies of 12 progressing and 36 non-progressing leukoplakia lesions were analyzed for cornulin, keratin 4 and keratin 13 expression by immunohistochemistry, and graded for dysplasia. Kaplan-Meier analysis showed that loss of expression of neither cornulin (p=0.075), keratin 4 (p=0.789) nor keratin 13 (p=0.732) was significantly associated with malignant transformation of leukoplakia lesions. However, decreased expression of these proteins was significantly associated with the presence of hyperkeratosis. Only dysplasia grading correlated significantly with malignant progression of leukoplakia (p=0.024). Despite the promising outlook that decreased cornulin, keratin 4 and keratin 13 expression in the oral mucosa is associated with a premalignant state, these markers do not predict malignant transformation of leukoplakia lesions. The most likely explanation is that the aberrant differentiation state of hyperkeratotic leukoplakia lesions already causes a decreased expression, obscuring the putative association with malignant transformation. Our results support the significance of dysplasia grading for the prediction of malignant transformation.
DOI: 10.1002/ijc.25523
2011
Cited 51 times
Loss of heterozygosity at 9p and p53 immunopositivity in surgical margins predict local relapse in head and neck squamous cell carcinoma
A major problem in head and neck cancer surgery is the high rate of local relapse (LR). In at least 25% of the surgically treated head and neck squamous cell carcinoma (HNSCC) patients, a genetically defined preneoplastic lesion, also known as "field," can be detected in the surgical margins. A remaining field may be an important cause for the development of LR. The aims of our study are (i) to investigate whether HNSCC patients with an unresected field are more likely to develop LR, and (ii) to identify molecular risk factors that predict malignant transformation of field. We retrospectively studied 35 HNSCC patients of whom 16 patients developed LR and 19 patients remained disease-free for at least 4 years. Loss of heterozygosity (LOH) at chromosomes 3p, 9p and 17p, p53 immunostaining, Ki-67 immunostaining and histopathological grading of all available paraffin-embedded surgical margins was performed, and related to LR. Significant associations were determined by Kaplan-Meier analysis and Cox-proportional hazard models. We show that presence of field is significantly associated with LR and that LOH at 9p and p53 immunostaining have the most predictive potential (hazard ratios 3.17 and 3.46, and p values 0.027 and 0.017, respectively). The combination of LOH at 9p and/or a large p53 positive field is most predictive (hazard ratio 7.06 and p = 0.01). Presence and grade of dysplasia was not associated with LR. These data may have major impact for future diagnostic workup of surgically treated HNSCC patients.
DOI: 10.1111/jop.12123
2013
Cited 39 times
No evidence for active human papillomavirus (<scp>HPV</scp>) in fields surrounding <scp>HPV</scp>‐positive oropharyngeal tumors
Background Patients with human papillomavirus ( HPV )‐positive oropharyngeal squamous cell carcinomas ( OPSCC s) have a better prognosis than patients with HPV ‐negative OPSCC s. Important factors contributing to this better prognosis are relatively low numbers of local/regional recurrences ( LRR s) and second primary tumors ( SPT s) in patients with HPV ‐positive OPSCC. These low numbers may be explained in addition by the absence of a ‘field cancerization’ effect, which is a cause of LRR s and SPT s in patients with HPV ‐negative OPSCC. We aimed to detect a possible ‘field effect’ in patients with HPV ‐positive OPSCC. As HPV is involved in the early stage of carcinogenesis in OPSCC s, its presence is considered a reliable marker for the detection of such a field effect. Therefore, the presence of transcriptionally active HPV was analyzed in the mucosa surrounding HPV ‐positive OPSCC s. Methods We included 20 patients who were surgically treated for an HPV ‐positive OPSCC in the period 2000–2006. Of each patient, the formalin‐fixed paraffin‐embedded tumor sample and all available resection margins were collected. In total, 97 resection margins were investigated with an average of five resection margins per tumor. All samples were analyzed for the presence of tumor and the presence of transcriptionally active HPV by HPV 16‐ E 6‐m RNA detection. Results All tumors were HPV 16‐ E 6‐m RNA positive. HPV 16‐ E 6‐m RNA could be detected in the resection margins that contained tumor ( n = 6). All tumor‐negative resection margins ( n = 91) scored negative for HPV 16‐ E 6‐m RNA . Conclusions In conclusion, transcriptional active HPV could not be detected in the mucosa surrounding an HPV ‐positive OPSCC , which suggests the absence of field effect. This observation may explain the lower number of LRR s and SPT s in HPV ‐positive patients.
DOI: 10.1038/bjc.2015.139
2015
Cited 37 times
Different prognostic models for different patient populations: validation of a new prognostic model for patients with oropharyngeal cancer in Western Europe
The presence of human papillomavirus (HPV) infection in oropharyngeal squamous cell carcinoma (OPSCC) is a major determinant in prognostic risk modelling. Recently, a prognostic model was proposed in which HPV status, comorbidity and nodal stage were the most important prognostic factors to determine high-, intermediate- and low-risk survival groups. Here, we report on the validation of this model using an independent single-institutional cohort.A total number of 235 patients curatively treated for OPSCC in the period 2000-2011 at the MUMC (Maastricht University Medical Center, The Netherlands) were included. The presence of an oncogenic HPV infection was determined by p16 immunostaining, followed by a high-risk HPV DNA PCR on the p16-positive cases. The model variables included were HPV status, comorbidity and nodal stage. As a measure of model performance, the Harrell's Concordance index (Harrell's C-index) was used.The 5-year overall survival (OS) estimates were 84.6%, 54.5% and 28.7% in the low-, intermediate- and high-risk group, respectively. The difference between the survival curves was highly significant (P<0.001). The Harrell's C-index was 0.69 (95% confidence interval (CI): 0.63-0.75).In this study a previously developed prognostic risk model was validated. This model will help to personalise treatment in OPSCC patients. This model is publicly available at www.predictcancer.org.
DOI: 10.1002/hed.24729
2017
Cited 32 times
Integration of high‐risk human papillomavirus into cellular cancer‐related genes in head and neck cancer cell lines
ABSTRACT Background Human papillomavirus (HPV)‐positive oropharyngeal cancer is generally associated with excellent response to therapy, but some HPV‐positive tumors progress despite aggressive therapy. The purpose of this study was to evaluate viral oncogene expression and viral integration sites in HPV16‐ and HPV18‐positive squamous cell carcinoma lines. Methods E6/E7 alternate transcripts were assessed by reverse transcriptase‐polymerase chain reaction (RT‐PCR). Detection of integrated papillomavirus sequences (DIPS‐PCR) and sequencing identified viral insertion sites and affected host genes. Cellular gene expression was assessed across viral integration sites. Results All HPV‐positive cell lines expressed alternate HPVE6/E7 splicing indicative of active viral oncogenesis. HPV integration occurred within cancer‐related genes TP63 , DCC , JAK1 , TERT , ATR , ETV6 , PGR , PTPRN2 , and TMEM237 in 8 head and neck squamous cell carcinoma (HNSCC) lines but UM‐SCC‐105 and UM‐GCC‐1 had only intergenic integration. Conclusion HPV integration into cancer‐related genes occurred in 7 of 9 HPV‐positive cell lines and of these 6 were from tumors that progressed. HPV integration into cancer‐related genes may be a secondary carcinogenic driver in HPV‐driven tumors. © 2017 Wiley Periodicals, Inc. Head Neck 39: 840–852, 2017
DOI: 10.1038/s41379-019-0444-0
2020
Cited 28 times
Incorporation of differentiated dysplasia improves prediction of oral leukoplakia at increased risk of malignant progression
Oral leukoplakia is the most common oral potentially malignant disorder with a malignant transformation rate into oral squamous cell carcinoma of 1–3% annually. The presence and grade of World Health Organization defined dysplasia is an important histological marker to assess the risk for malignant transformation, but is not sufficiently accurate to personalize treatment and surveillance. Differentiated dysplasia, known from differentiated vulvar intraepithelial neoplasia, is hitherto not used in oral dysplasia grading. We hypothesized that assessing differentiated dysplasia besides World Health Organization defined (classic) dysplasia will improve risk assessment of malignant transformation of oral leukoplakia. We investigated a retrospective cohort consisting of 84 oral leukoplakia patients. Biopsies were assessed for dysplasia presence and grade, and the expression of keratins 13 (CK13) and 17, known to be dysregulated in dysplastic vulvar mucosa. In dysplastic oral lesions, differentiated dysplasia is as common as classic dysplasia. In 25 out of 84 (30%) patients, squamous cell carcinoma of the upper aerodigestive tract developed during follow-up. Considering only classic dysplasia, 11 out of 56 (20%) patients with nondysplastic lesions progressed. With the incorporation of differentiated dysplasia, only 2 out of 30 (7%) patients with nondysplastic lesions progressed. The risk of progression increased from 3.26 (Hazard ratio, p = 0.002) when only classic dysplasia is considered to 7.43 (Hazard ratio, p = 0.001) when classic and differentiated dysplasia are combined. Loss of CK13, combined with presence of dysplasia, is associated with greater risk of malignant progression (p = 0.006). This study demonstrates that differentiated dysplasia should be recognized as a separate type of dysplasia in the oral mucosa and that its distinction from classic dysplasia is of pathological and clinical significance since it is a strong (co)prognostic histopathological marker for oral malignant transformation. In oral lesions without dysplasia and retained CK13 staining the risk for progression is very low.
DOI: 10.1016/j.oraloncology.2020.104852
2020
Cited 27 times
Comprehensive multiparameter genetic analysis improves circulating tumor DNA detection in head and neck cancer patients
Tumor-specific genetic aberrations in cell-free DNA (cfDNA) from plasma are promising biomarkers for diagnosis of recurrent head and neck squamous cell carcinoma (HNSCC). However, the sensitivity when using somatic mutations only in cfDNA is suboptimal. Here, we combined detection of copy number aberrations (CNAs), human papillomavirus (HPV) DNA and somatic mutations in a single sequencing workflow. Pretreatment plasmas of 40 patients and 20 non-cancer controls were used for analysis. Plasma DNA underwent low-coverage whole genome sequencing (lcWGS) to detect both CNAs and HPV-DNA, and deep sequencing to detect mutations in 12 frequently altered cancer driver genes in HNSCC using the same sequencing library. A specific analysis pipeline line was developed for data mining. The corresponding tumors were analyzed using slightly adapted protocols. Using the developed method, somatic mutations and CNAs were detected in plasma DNA of HNSCC patients in 67% and 52%, respectively. HPV-DNA in plasma was detected in 100% of patients with HPV-positive tumors, and not in plasma of patients with HPV-negative tumors or non-cancer controls. Combined analysis increased the detection rate of tumor DNA in plasma to 78%. The detection rate was significantly associated with the stage of disease of the tumor. Neither HPV status nor location of the primary tumor influenced detection of CNAs or somatic mutations in plasma. This study demonstrates that the combined analysis of CNAs, HPV and somatic mutations in plasma of HNSCC patients is feasible and contributes to a higher sensitivity of the assay compared to single modality analyses.
DOI: 10.1186/s12874-022-01514-y
2022
Cited 13 times
Study retention and attrition in a longitudinal cohort study including patient-reported outcomes, fieldwork and biobank samples: results of the Netherlands quality of life and Biomedical cohort study (NET-QUBIC) among 739 head and neck cancer patients and 262 informal caregivers
Longitudinal observational cohort studies in cancer patients are important to move research and clinical practice forward. Continued study participation (study retention) is of importance to maintain the statistical power of research and facilitate representativeness of study findings. This study aimed to investigate study retention and attrition (drop-out) and its associated sociodemographic and clinical factors among head and neck cancer (HNC) patients and informal caregivers included in the Netherlands Quality of Life and Biomedical Cohort Study (NET-QUBIC).NET-QUBIC is a longitudinal cohort study among 739 HNC patients and 262 informal caregivers with collection of patient-reported outcome measures (PROMs), fieldwork data (interview, objective tests and medical examination) and biobank materials. Study retention and attrition was described from baseline (before treatment) up to 2-years follow-up (after treatment). Sociodemographic and clinical characteristics associated with retention in NET-QUBIC components at baseline (PROMs, fieldwork and biobank samples) and retention in general (participation in at least one component) were investigated using Chi-square, Fisher exact or independent t-tests (p< 0.05).Study retention at 2-years follow-up was 80% among patients alive (66% among all patients) and 70% among caregivers of patients who were alive and participating (52% among all caregivers). Attrition was most often caused by mortality, and logistic, physical, or psychological-related reasons. Tumor stage I/II, better physical performance and better (lower) comorbidity score were associated with participation in the PROMs component among patients. No factors associated with participation in the fieldwork component (patients), overall sample collection (patients and caregivers) or PROMs component (caregivers) were identified. A better performance and comorbidity score (among patients) and higher age (among caregivers) were associated with study retention at 2-years follow-up.Retention rates were high at two years follow-up (i.e. 80% among HNC patients alive and 70% among informal caregivers with an active patient). Nevertheless, some selection was shown in terms of tumor stage, physical performance, comorbidity and age, which might limit representativeness of NET-QUBIC data and samples. To facilitate representativeness of study findings future cohort studies might benefit from oversampling specific subgroups, such as patients with poor clinical outcomes or higher comorbidity and younger caregivers.
DOI: 10.1186/s12014-022-09341-5
2022
Cited 13 times
Secreted protein markers in oral squamous cell carcinoma (OSCC)
Oral squamous cell carcinoma (OSCC) is a main cause of oral cancer mortality and morbidity in central south Asia. To improve the clinical outcome of OSCC patients, detection markers are needed, which are preferably non-invasive and thus independent of a tissue biopsy.In the present study, we aimed to identify robust candidate protein biomarkers for non-invasive OSCC diagnosis. To this end, we measured the global protein profiles of OSCC tissue lysates to matched normal adjacent mucosa samples (n = 14) and the secretomes of nine HNSCC cell lines using LC-MS/MS-based proteomics.A total of 5123 tissue proteins were identified, of which 205 were robustly up- regulated (p-value < 0.01, fold change > + 2) in OSCC-tissues compared to normal adjacent tissues. The biological process "Secretion" was highly enriched in this set of proteins. Other upregulated biological pathways included "Unfolded Protein Response", "Spliceosomal complex assembly", "Protein localization to endosome" and "Interferon Gamma Response". Transcription factor analysis implicated Creb3L1, ESRRA, YY, ELF2, STAT1 and XBP as potential regulators. Of the 205 upregulated tissue proteins, 132 were identified in the cancer cell line secretomes, underscoring their potential use as non-invasive biofluid markers. To further prioritize our candidate markers for non-invasive OSCC detection, we integrated our data with public biofluid datasets including OSCC saliva, yielding 25 candidate markers for further study.We identified several key proteins and processes that are associated with OSCC tissues, underscoring the importance of altered secretion. Cancer-associated OSCC secretome proteins present in saliva have potential to be used as novel non-invasive biomarkers for the diagnosis of OSCC.
DOI: 10.1023/a:1006268621730
1999
Cited 63 times
Minimal residual disease in head and neck cancer.
DOI: 10.1097/01.lab.0000083532.46536.56
2003
Cited 59 times
Assessment and Clinical Significance of Micrometastases in Lymph Nodes of Head and Neck Cancer Patients Detected by E48 (Ly-6D) Quantitative Reverse Transcription-Polymerase Chain Reaction
The presence of lymph node metastases is the major determinant for prognosis in head and neck squamous cell carcinoma (HNSCC). It is at present unknown whether the same holds true for the presence of histologically undetectable micrometastases. We analyzed 456 histologically tumor-negative lymph nodes of 23 HNSCC patients without (pN0) and 18 patients with one or two tumor-positive lymph nodes (pN+) in their neck dissection specimens at histopathologic examination. To detect the presence of disseminated tumor cells and micrometastases in these lymph nodes, we used real-time quantitative RT-PCR with E48 (Ly-6D) transcripts as a squamous cell-specific molecular marker. The results were compared with histopathologic examination and clinical outcome. E48 transcripts were detected in lymph nodes of 5 (22%) of 23 patients in the pN0 group, and in histologically negative lymph nodes of 10 (56%) of 18 patients in the pN+ group. In the pN0 group, the presence of E48-positive lymph nodes was significantly associated with a distinctly poor cause-specific survival as compared with those with E48-negative lymph nodes. Our results indicate that E48 real-time quantitative RT-PCR is a suitable method for the detection of micrometastases in lymph nodes of patients with HNSCC. Moreover, detection of micrometastases seems clinically relevant but should be confirmed in a large multicenter trial.
DOI: 10.1097/moo.0b013e328058670f
2007
Cited 50 times
Status of primary tumour surgical margins in squamous head and neck cancer: prognostic implications
Purpose of review To look at the current published literature on squamous-cell carcinoma of the head and neck, at the microscopic level, and the implications of molecular and genetic research. Recent findings The goal of surgical treatment is still complete eradication of the primary tumour with a ‘safe margin’. To achieve this ‘safe margin’ is not always possible, however. Currently, there is no agreed consensus as to how to submit tissue for frozen section, or how to define a ‘clear margin’. Histopathologically, there are two margins requiring analysis, the mucosal margin and the ‘deep margin’. Margins declared histopathologically ‘tumour free’ can be found to be positive for malignant/premalignant cells when molecular markers are applied. When the presence of genetically altered cells is suggested in the margins, there is an increased risk of a recurrent or new tumour. There is limited application of such knowledge and further trials are awaited. Summary Standard histopathology has limitations for examining surgical margins. The probability of recurrent malignant disease is explained and this is much increased when molecular markers are identified in the resected margins. Further studies are required.
DOI: 10.1097/jto.0b013e3182897c14
2013
Cited 37 times
High-Risk Human Papillomavirus–Positive Lung Cancer: Molecular Evidence for a Pattern of Pulmonary Metastasis
Infection with high-risk types of human papillomavirus (hrHPV) is associated with cervical, anogenital, and oropharyngeal cancers. Since a causal contribution of hrHPV infection to lung cancer (LC) is still a matter of debate, a comprehensive study was performed to delineate hrHPV involvement in LC, using a Dutch study population.Archival tissue specimens from 223 patients (145 men, 78 women, median age 65 years, range 27-87 years), who presented with cancer in the lungs, were subjected to GP5+/6+ polymerase chain reaction and p16 immunohistochemistry. The series included primary lung carcinomas of patients without a history of cancer (n = 175), primary lung carcinomas of patients with an unrelated cancer in the past (n = 36), and carcinomas with primary presentation in the lungs of which the origin (i.e., primary or metastasis) was equivocal at the time of diagnosis (n = 12). GP5+/6+ polymerase chain reaction/p16 double-positive carcinomas were subjected to HPV genotyping, HPVE7 transcript analysis, loss of heterozygosity analysis, and array-comparative genomic hybridization.Whereas all primary lung carcinomas were hrHPV-negative (211 of 211, 100%), three hrHPV-positive equivocal carcinomas (3 of 12, 25%) were identified. These patients (1 male, 2 females) had a history of hrHPV-associated disease; one tonsillar and two cervical carcinomas. A clonal relationship between individual tumor pairs was supported by identical hrHPV genotype, pattern of p16 expression, HPVE7 mRNA expression, and genomic aberrations.hrHPV presence in a tumor with primary presentation in the lungs signifies pulmonary metastasis from a primary hrHPV-positive cancer elsewhere in the body. No support was found for an attribution of hrHPV infection to the development of primary LC.
DOI: 10.1371/journal.pone.0061555
2013
Cited 34 times
DNA-Bound Platinum Is the Major Determinant of Cisplatin Sensitivity in Head and Neck Squamous Carcinoma Cells
Purpose The combination of systemic cisplatin with local and regional radiotherapy as primary treatment of head and neck squamous cell carcinoma (HNSCC) leads to cure in approximately half of the patients. The addition of cisplatin has significant effects on outcome, but despite extensive research the mechanism underlying cisplatin response is still not well understood. Methods We examined 19 HNSCC cell lines with variable cisplatin sensitivity. We determined the TP53 mutational status of each cell line and investigated the expression levels of 11 potentially relevant genes by quantitative real-time PCR. In addition, we measured cisplatin accumulation and retention, as well as the level of platinum-DNA adducts. Results We found that the IC50 value was significantly correlated with the platinum-DNA adduct levels that accumulated during four hours of cisplatin incubation (p = 0.002). We could not find a significant correlation between cisplatin sensitivity and any of the other parameters tested, including the expression levels of established cisplatin influx and efflux transporters. Furthermore, adduct accumulation did not correlate with mRNA expression of the investigated influx pumps (CTR1 and OCT3) nor with that of the examined DNA repair genes (ATR, ATM, BRCA1, BRCA2 and ERCC1). Conclusion Our findings suggest that the cisplatin-DNA adduct level is the most important determinant of cisplatin sensitivity in HNSCC cells. Imaging with radio-labeled cisplatin might have major associations with outcome.
DOI: 10.1016/j.oraloncology.2015.04.016
2015
Cited 32 times
Molecular events in relapsed oral squamous cell carcinoma: Recurrence vs secondary primary tumor
Relapses have a great impact on both the morbidity and mortality rates of oral squamous cell carcinoma (OSCC) patients. Current classification criteria are imprecise and need improvements. Recent advances in understanding of OSCC relapses on a molecular level provide new possibilities to better classify true recurrences and second primary tumors. This review discusses the limitations of the current OSCC relapse classification method and presents possible alternatives to improve this classification based on molecular techniques. Moreover, these molecular techniques add to the further understanding of these lesions and may provide tools for clinical management.
DOI: 10.1158/1535-7163.mct-14-0846
2015
Cited 32 times
Genome-wide siRNA Screen Identifies the Radiosensitizing Effect of Downregulation of MASTL and FOXM1 in NSCLC
Abstract Lung cancer is the most common cancer worldwide and on top of that has a very poor prognosis, which is reflected by a 5-year survival rate of 5% to 15%. Radiotherapy is an integral part of most treatment regimens for this type of tumor, often combined with radiosensitizing cytotoxic drugs. In this study, we identified many genes that could potentially be exploited for targeted radiosensitization using a genome-wide siRNA screen in non–small cell lung cancer (NSCLC) cells. The screen identified 433 siRNAs that potentially sensitize lung cancer cells to radiation. Validation experiments showed that knockdown of expression of Forkhead box M1 (FOXM1) or microtubule-associated serine/threonine kinase-like (MASTL) indeed causes radiosensitization in a panel of NSCLC cells. Strikingly, this effect was not observed in primary human fibroblasts, suggesting that the observed radiosensitization is specific for cancer cells. Phosphoproteomics analyses with and without irradiation showed that a number of cell-cycle–related proteins were significantly less phosphorylated after MASTL knockdown in comparison to the control, while there were no changes in the levels of phosphorylation of DNA damage response proteins. Subsequent analyses showed that MASTL knockdown cells respond differently to radiation, with a significantly shortened G2–M phase arrest and defects in cytokinesis, which are followed by a cell-cycle arrest. In summary, we have identified many potential therapeutic targets that could be used for radiosensitization of NSCLC cells, with MASTL being a very promising and druggable target to combine with radiotherapy. Mol Cancer Ther; 14(6); 1434–44. ©2015 AACR.
DOI: 10.1016/j.ejca.2015.10.070
2016
Cited 29 times
Moving towards personalised therapy in head and neck squamous cell carcinoma through analysis of next generation sequencing data
Personalised medicine tumour boards, which leverage genomic data to improve clinical management, are becoming standard for the treatment of many cancers. This paper is designed as a primer to assist clinicians treating head and neck squamous cell carcinoma (HNSCC) patients with an understanding of the discovery and functional impact of recurrent genetic lesions that are likely to influence the management of this disease in the near future. This manuscript integrates genetic data from publicly available array comparative genome hybridization (aCGH) and next-generation sequencing genetics databases to identify the most common molecular alterations in HNSCC. The importance of these genetic discoveries is reviewed and how they may be incorporated into clinical care decisions is discussed. Considerations for the role of genetic stratification in the clinical management of head and neck cancer are maturing rapidly and can be improved by integrating data sets. This article is meant to summarise the discoveries made using multiple genomic platforms so that the head and neck cancer care provider can apply these discoveries to improve clinical care.
DOI: 10.1158/1535-7163.mct-16-0457
2017
Cited 27 times
The FA/BRCA Pathway Identified as the Major Predictor of Cisplatin Response in Head and Neck Cancer by Functional Genomics
Abstract Patients with advanced stage head and neck squamous cell carcinoma (HNSCC) are often treated with cisplatin-containing chemoradiation protocols. Although cisplatin is an effective radiation sensitizer, it causes severe toxicity and not all patients benefit from the combination treatment. HNSCCs expectedly not responding to cisplatin may better be treated with surgery and postoperative radiation or cetuximab and radiation, but biomarkers to personalize chemoradiotherapy are not available. We performed an unbiased genome-wide functional genetic screen in vitro to identify genes that influence the response to cisplatin in HNSCC cells. By siRNA-mediated knockdown, we identified the Fanconi anemia/BRCA pathway as the predominant pathway for cisplatin response in HNSCC cells. We also identified the involvement of the SHFM1 gene in the process of DNA cross-link repair. Furthermore, expression profiles based on these genes predict the prognosis of radiation- and chemoradiation-treated head and neck cancer patients. This genome-wide functional analysis designated the genes that are important in the response of HNSCC to cisplatin and may guide further biomarker validation. Cisplatin imaging as well as biomarkers that indicate the activity of the Fanconi anemia/BRCA pathway in the tumors are the prime candidates. Mol Cancer Ther; 16(3); 540–50. ©2016 AACR.
DOI: 10.1158/1541-7786.mcr-18-0445
2019
Cited 27 times
Establishment and Genetic Landscape of Precancer Cell Model Systems from the Head and Neck Mucosal Lining
Head and neck squamous cell carcinomas (HNSCC) develop in fields of genetically altered cells. These fields are often dysplastic and a subset can be recognized as (erythro)leukoplakia, but most are macroscopically invisible. There is a lack of adequate treatment options to eradicate these fields, whereas they underlie the development of primary tumors as well as part of the local relapses. Unfortunately, there are almost no representative cellular models available to identify suitable treatment options. To this end, clinical biopsy specimens (n = 98) were cultured from normal appearing mucosa of the surgical margins of patients with primary HNSCCs (n = 32) to generate precancer cell culture models. This collection was extended with six previously established precancer cell cultures. Genetic analysis was performed on cultures with an extended life span (≥20 population doublings), the previously established cultures, and some randomly selected cultures. In total, cancer-associated changes were detected in 18 out of 34 (53%) cultures analyzed, which appeared to be independent of life span. A variety of genetic changes were identified, including somatic mutations as well as chromosomal copy-number aberrations (CNA). Loss of CDKN2A/p16Ink4A and mutations in TP53/p53 were most prominent. Remarkably, in some of these precancer cell cultures only chromosomal CNAs were detected, and none of the frequently occurring driver mutations. IMPLICATIONS: The precancer cell cultures, characterized herein, form a representative collection of field models that can be exploited to identify and validate new therapeutic strategies to prevent primary HNSCCs and local relapses.